Diffusion models jobs

...thermal, or acoustic properties. A class of advanced composites called high-contrast composites (or metamaterials)- where the constituent material phases exhibit large differences in stiffness,density,or conductivity-are of particular interest as they display complex 'non- standard' wave mathematical study of the high-contrast regime results in non-local or frequency-dependent effective models that model rich dynamic behaviour that cannot be captured by the standard continuum approximations. This project aims to mathematically investigate such high-contrast periodic composites, focusing on how scale interactions lead to non-trivial wave phenomena, such as dispersion, localisation, and band-gap formation. Objectives ·Model wave propagation (elastic, acoustic, or ...

...customers. What we need tested 1. Functional testing (all user flows) Signup, login, password reset, session handling API key submission, encryption at rest, and deletion flows Credit purchase flow across all three tiers ($10, $25, $50) and custom amounts End-to-end request flow: user prompt → our backend → Claude API → response Streaming, tool use, and vision request handling across Sonnet and Haiku models Edge cases: invalid keys, expired keys, rate limits, malformed requests, network failures 2. Pricing and savings claim verification (critical) Our landing page states users save ~$190/month and get "~20× cheaper" Claude bills. We need independent verification: Run identical workloads through (a) direct Claude API and (b) aiusage Measure actual...

My women’s clothing label is releasing a new line and I need an elegant, formal studio shoot completed as soon as possible. The collection is already pressed and ready, models are booked, and I have mood-board references that capture the refined, high-end feel I’m after. Here’s the scope at a glance: • Full-day or half-day studio session (whichever yields the best result within the tight timeline). • Clean, sophisticated lighting setups that flatter drape and fabric detail. • A balanced mix of full-length, three-quarter, and detail shots for each look. • Same-day image cull plus a set of retouched, high-resolution files delivered within 48 hours of the shoot. The studio space is centrally located and equipped with white, grey, and te...

I'm looking for a skilled 3D modeler to create high-precision STL files for automotive body parts and wheels. These models will be used for 3D printing. for model car use 1:18 scale custom parts as needed for builds. Requirements: - Model body parts and wheels - High precision with intricate details - Use provided photographs as reference Ideal Skills: - Expertise in automotive part design - Proficiency in 3D modeling software - Experience with STL file preparation - Attention to detail and accuracy Please provide samples of similar work.

I’m exploring two structural routes—a tubular space-frame and a full monocoque—and I want clean, native SolidWorks models that let me compare stiffness, weight and packaging before I commit to detailed engineering. The brief calls for basic concept models only, so focus on overall architecture, key load paths and realistic wall thicknesses rather than every bracket and fastener. You flagged the primary purpose as “Carbon,” which I interpret as an intention to use carbon-based materials or composites later on. Keep that in mind for section sizing and join geometry, but there’s no need to lay up ply schedules at this stage. SolidWorks 2020 or later is preferred so I can open the files directly. Please organise the feature tree logically, ad...

I’m exploring two structural routes—a tubular space-frame and a full monocoque—and I want clean, native SolidWorks models that let me compare stiffness, weight and packaging before I commit to detailed engineering. The brief calls for basic concept models only, so focus on overall architecture, key load paths and realistic wall thicknesses rather than every bracket and fastener. You flagged the primary purpose as “Carbon,” which I interpret as an intention to use carbon-based materials or composites later on. Keep that in mind for section sizing and join geometry, but there’s no need to lay up ply schedules at this stage. SolidWorks 2020 or later is preferred so I can open the files directly. Please organise the feature tree logically, ad...

I'm looking for a qualified professional to install an air conditioning system in my house. Key requirements: - Experience in residential AC installation - Familiarity with various AC systems and models - Ability to assess and prepare the installation site - Ensure compliance with local codes and safety regulations - Provide a warranty for the installation work - Ability to work alongside building contractor who can drill holes and mount brackets

Project Title: 2D Drafting & Dimensioning in Solid Edge (Cable Drum – Urgent) Project Description: I am looking for a freelance design engineer to complete 2D drafting work in Solid Edge for cable drum assemblies. The 3D models and base drafting files are already prepared. The main task is to properly arrange dimensions and organize the drawings in a clean and standard format. Project Details: Component: Cable Drum Quantity: Minimum 50+ drums (similar type, with variations) Scope of Work: Place dimensions accurately and in proper positions Maintain consistency across all drawings Clean and organize the existing drafting layout Ensure readability and professional presentation Follow standard drafting and fabrication-friendly practices Make minor corrections if required...

I need three separate, print-ready 3D models that faithfully represent South Indian temple gopurams: • The Brihadeeswara (Tanjore) tower • The main Tirupati Venkateswara tower • A generic Dravidian-style gopuram showcasing the classic tiered silhouette A rough, consistent scale is fine—these will be displayed together rather than matched to precise architectural drawings. I’m after moderate detail: the primary tiers, guardian figures, niches and key ornamentation should read clearly, but you can simplify the finest filigree so the files stay manageable and easy to print. Other customization work will be shared while awarding the project. Please supply the final geometry in clean, watertight STL format, each gopuram as its own file, ready for FDM...

...emphasis is on elegant presentation, readable layouts, and a straightforward content-management workflow. Essential pages I need online for launch are: • About Us • Blog (with category & tag support) • Contact Page (secure form + Google reCAPTCHA) • Privacy Policy • Terms & Conditions • Other Pages under main menu Please wire the routing, controllers, Blade templates, and Eloquent models so new pages or sections can be added without touching core code. A minimalist, mobile-first design is welcome; if you already have a proven front-end stack (Tailwind, Bootstrap, or similar) that plays nicely with Laravel Mix, feel free to use it, provided the final look stays clean and on brand. Deliverables: • Complete Laravel 10 pro...

...highly competitive brand in China’s shared charging industry, we are now opening overseas agency partnerships to explore the global incremental market together with our partners. 2. Core Product: Xiudian Shared Power Bank The core product of our cooperation — Xiudian Shared Power Bank — is a mature intelligent shared charging device fully validated in massive domestic scenarios: 1. Multi-port models for versatile use- Available in 8-port, 12-port, 24-port and other cabinet specifications - Support simultaneous rental of multiple power banks in one cabinet to meet peak passenger flow - Compact size, flexible placement, space-saving, suitable for all kinds of offline venues 2. Powerful power bank performance- Large-capacity battery cells for long-l...

...thermal, or acoustic properties. A class of advanced composites called high-contrast composites (or metamaterials)- where the constituent material phases exhibit large differences in stiffness,density,or conductivity-are of particular interest as they display complex 'non- standard' wave mathematical study of the high-contrast regime results in non-local or frequency-dependent effective models that model rich dynamic behaviour that cannot be captured by the standard continuum approximations. This project aims to mathematically investigate such high-contrast periodic composites, focusing on how scale interactions lead to non-trivial wave phenomena, such as dispersion, localisation, and band-gap formation. Objectives ·Model wave propagation (elastic, acoustic, or ...

...The product will be made from composite materials. Ideal Skills and Experience: - Expertise in 3D modeling and product design - Proficiency in .step and .stl file formats - Experience with composite materials - Knowledge of manufacturing processes for composite products - Attention to detail and precision in design Looking for a candidate who can deliver high-quality, manufacturable models. Please include relevant portfolio work in your bids. The idea is to print a classically antique Icarus with wings in a slightly oversized form (wingspan 2.60mm, height 185cm) in a classic antique marble look - the figure does not stand freely or float, but should be printed in such a way that it looks as if it is coming directly out of a wall - i.e. the largest part is visible in...

The project involves training Lora and providing an output file for stable diffusion Ideal skills and experience: - Experience in AI training, specifically with Lora Please provide examples of similar work done.

I am seeking an experienced machine learning professional to train and optimize models tailored to my specific problem. The primary focus is to identify and resolve issues in my current work, such as data leakage, while proposing and training the best model suited for accurate pest detection. The freelancer should also have expertise in user behavior analysis and sequence data to ensure a comprehensive approach to solving the problem. Key Requirements: - Identify and fix data leakage problems in the current work. - Train models specifically designed for pest detection with high accuracy. - Improve feature engineering and extract additional features if necessary. - Propose and implement the most suitable model for this task, considering user behavior analysis and sequence dat...

Hi there! I can deliver precise Tekla steel detailing for escalator structures with accurate 3D modeling, connection detailing, and fabrication-ready shop drawings—ensuring smooth coordination with engineers and zero errors during fabrication and installation. Questions ? Do you have structural drawings/models for the escalator or should I model from scratch? ? What standards/codes should be followed (AISC, BS, Eurocode, etc.)? ? Do you need full deliverables like GA drawings, shop drawings, and BOQs? Don't pay a single penny until you are happy with the job I look forward to your response and thank you for your consideration. Best,

We need someone who can provide us with complex 3-statement financial models. The ideal candidate should have experience in financial modeling and who has built at least 10 financial models with accuracy. Also attach 3-4 complex financial models that you've created with the proposal for reference. Ps - Only apply if you are confident that your existing models are complex enough.

I have a set of custom sheet-metal parts that now need clear, fabrication-ready 2D drawings. You will open my existing models in SolidWorks, create neat manufacturing drawings, and export each sheet as a DWG. The drawings must show every relevant view, accurately dimensioned—including bend lines, cut-outs, hole sizes, and material thickness—so a shop can cut and form the parts without questions. Where a feature is function-critical, add concise GD&T call-outs; no exhaustive feature control frames are required, just enough to lock down fit and alignment. Please keep the layout consistent with standard SolidWorks drafting conventions, apply my title block (I’ll send it), and use millimetre units throughout. All I need back is the clean DWG for each part; the ...

I need a clean, moderately detailed 3D model of a product to showcase my clients how their requirements will look like on the area provided by them. Models will be of Children Play Equipment. Reference photos, dimensions, and any CAD drawings I have will be provided as soon as the project kicks off. I will require files of every single product (300 estimate) if the work looks great and will pay accordingly for each product.

I have four finished 3D models in .STL format that I need translated directly into .STEP, strictly one-to-one—no editing, healing, or redesign. Each source file is under 200 MB, which is the upper limit my CNC workflow can accept, so the resulting .STEP files must stay within that size range as well. These parts are for a prototyping run on a milling machine, so dimensional fidelity is critical. Deliverables • 4 .STEP files converted from the supplied .STL models • A simple verification sheet or screenshots confirming dimensions and details match the originals That’s the whole scope—clean, accurate, ready-to-mill files and a quick confirmation they’re identical to the inputs.

...to a polished, production-ready web app. The very first use-case is a kit pergola that customers will be able to customise in real time—changing dimensions, colours, roof options, accessories and immediately seeing the impact on price and geometry. Scope • Build a browser-based configurator powered by WebGL / (or an equivalent high-performance framework) that renders highly detailed models with interactive elements such as drag-to-resize, material swaps and component add-remove. • Develop or integrate a performant back-end (Node, Python or similar) that serves model data, pricing rules and saves user sessions. • Provide an admin panel where I can upload new pergola kits and eventually extend the tool to other interior spaces like kitchens, offices and...

I need sixteen individual surface-textured pipe models prepared for direct use in Ansys Fluent. Each pipe must follow written dimensions that I will supply (no drawings), and the internal wall carries elliptical dimples arranged in series with varying heights. For every geometry, I require: • A clean, watertight .iges file of the pipe. • A Fluent-ready mesh whose first boundary-layer height is exactly 0.002 mm, overall aspect ratio stays below 20, and global element sizing is fine enough for accurate near-wall resolution. Please keep the workflow consistent across all sixteen cases so I can run comparative CFD studies without additional cleanup. I will check mesh statistics in Fluent; any cell group exceeding the aspect-ratio limit or breaking continuity will need revi...

I have four finished 3D models in .STL format that I need translated directly into .STEP, strictly one-to-one—no editing, healing, or redesign. Each source file is under 200 MB, which is the upper limit my CNC workflow can accept, so the resulting .STEP files must stay within that size range as well. These parts are for a prototyping run on a milling machine, so dimensional fidelity is critical. Deliverables • 4 .STEP files converted from the supplied .STL models • A simple verification sheet or screenshots confirming dimensions and details match the originals That’s the whole scope—clean, accurate, ready-to-mill files and a quick confirmation they’re identical to the inputs.

...the left-side “Client Data Systems” (the “Real Time & Batch Data Integration” arrows). Then, simultaneously highlight: The central dark-blue Trusted Data Platform area (including the “Trusted Data Platform” label) The yellow ingestion/processing box on the left inside the platform (the “Government” area containing “Shared Services Department”, “Case”, “Party”, “Service”, etc.) The “Common Data Models” area Step 3 – Trusted Data Platform Core (Capability Highlights) Highlight each of the five orange capability boxes at the bottom of the platform in sequence, left to right (one after the other, with a short pause between each): Mastered and curated products del...

This quotation covers the development of a research-oriented prototype for reducing AI hallucination. The project will be implemented from scratch and will include: - Building a baseline AI system using an existing model - Measuring initial hallucination rate using be...version using techniques such as retrieval-augmented generation (RAG), prompt optimization, and response verification - Performing a structured evaluation comparing baseline vs improved performance - Demonstrating a measurable hallucination reduction (target: 10–15%) - Delivering clean, reproducible code suitable for research and further development The implementation will use practical and scalable models and tools to ensure efficiency and reproducibility. The total timeline for completion is 15 days from ...

...the design, analysis, and qualification of electronic, electrical, and electromechanical (EEE) components for space applications. The ideal candidate will be proficient in FIDES methodology, NSWC reliability models, and NPRD databases, with strong expertise in Fault Tree Analysis (FTA) and System Reliability Prediction to ensure mission success in harsh space environments. Key Responsibilities: • Reliability Modeling & Prediction: o Perform reliability analyses using FIDES methodology for EEE components in space environments. o Apply NSWC reliability models and NPRD databases to predict failure rates and assess component reliability. o Conduct System Reliability Predictions at spacecraft and subsystem levels, integrating compon...

...the left-side “Client Data Systems” (the “Real Time & Batch Data Integration” arrows). Then, simultaneously highlight: The central dark-blue Trusted Data Platform area (including the “Trusted Data Platform” label) The yellow ingestion/processing box on the left inside the platform (the “Government” area containing “Shared Services Department”, “Case”, “Party”, “Service”, etc.) The “Common Data Models” area Step 3 – Trusted Data Platform Core (Capability Highlights) Highlight each of the five orange capability boxes at the bottom of the platform in sequence, left to right (one after the other, with a short pause between each): Mastered and curated products deli...

...plunge / ice bath - Lounge area - Lawn/grass area Deliverables: Two SketchUp files (.skp), one per concept Basic materials/textures applied for visual clarity A brief written description per concept explaining the layout logic, design choices and cost estimates for each element. Proposal Requirements Please include the following in your application: Relevant portfolio examples (SketchUp house models and/or garden/landscape designs) Your proposed workflow and timeline for each part Whether you are quoting for Part 1, Part 2, or both Your rate structure (fixed price preferred) We are happy to discuss the scope in more detail before agreeing on a quote. Looking forward to hearing from experienced candidates....

...performance targets and dimensional constraints for a parallelogram linkage that must ultimately serve an industrial role, but the explanation should remain clear enough for a high-school audience. Please work strictly from the attachment, translating every specification into a build-ready solution. I will rely on your CAD skills (SolidWorks, Inventor, Fusion 360 or similar) to create accurate models and drawings, and on your ability to communicate mechanical concepts visually and in plain language. Deliverables • Fully parametric 3D model with complete 2D manufacturing drawings • A written explanation, accompanied by labelled diagrams, that walks a high-school learner through the geometry, motion path and force behaviour of the mechanism • An illustrated...

I’m a complete beginner who wants to move well beyond theory and into practical, project-based learning. The journey should start with data-science fundamentals—Python, NumPy, pandas, basic statistics, data cleaning and visualization—then progress step-by-step to machine-learning models, large-language-model workflows, retrieval-augmented generation (RAG), agent frameworks, and automation best practices. Hands-on projects are essential; each topic needs to come with a small, self-contained exercise or micro-app that I can build, run, and extend. Think Jupyter notebooks, lightweight Flask or FastAPI endpoints, and scripts that hit real APIs (OpenAI, Hugging Face, LangChain, etc.). Code must be well-commented so I can retrace the logic afterward. Ideal flow &...

I’m searching for an experienced event-style photographer based in Jaipur to cover a one-day “jewelry shot” session. Although it isn’t a traditional wedding or corporate function, I still need the fast-paced, candid eye that event specialists bring—capturing the sparkle of each piece as models move through the showcase. Scope • Date: one full day on location in Jaipur (exact venue shared once we finalize). • Shots: mix of behind-the-scenes atmosphere plus crisp close-ups of the jewellery while models interact with guests. • Usage: images must be ready for both my website and social media, so I’ll need two sets—high-resolution edits and web-optimised versions. What I expect 1. Creative direction on poses, angles an...

...outline the file format, frame extraction guidelines, or any metadata you need so I can prepare everything in one upload. Because the footage suffers from both resolution loss and motion streaking, I’m expecting a mix of super-resolution, de-blurring, frame stacking, or other forensic video-enhancement techniques. If you normally rely on tools such as Amped FIVE, MATLAB, Topaz, OpenCV, or custom AI models, let me know—whatever delivers the clearest, court-presentable still or clip. Deliverables (minimal list for clarity): • Highest-quality enhanced still image(s) of the plate • The corresponding short enhanced video segment (if video-based processing is chosen) • A brief note on the methods/settings used so results are reproducible if ever challen...

...style 3D CAD models for concept visualisation. At this stage I am not looking for photoreal rendering or textured surfaces—just clean, accurate massing models that show form, proportion and basic shadow play so I can test ideas and discuss them with the client. Scope of work • Build one separate white-card model for each house, true to the current plans and elevations I will supply (PDF/DWG). • Keep surfaces plain white; introduce simple cut-outs where doors and windows occur so volumes read correctly. • Add soft shadows or ambient occlusion where helpful to emphasise depth, but no materials or entourage. • Deliver the native CAD files plus an exported OBJ or FBX that I can open in common viewers, along with a few fixed camera JPGs for qu...

Description We are building a network of specialists who help validate and improve the reliability of enterprise AI systems. Our company, , works with organisations deploying AI assistants and knowledge systems powered by large language models and RAG (Retrieval-Augmented Generation). Your role will be to review AI responses, detect hallucinations, validate grounding against source material, and help create evaluation datasets. This is not model development. This role focuses on AI quality assurance and validation. Responsibilities • Review LLM responses for factual accuracy • Identify hallucinations and fabricated references • Verify whether answers are grounded in provided documents • Detect retrieval vs generation failures in RAG systems • Score re...

...are looking for a skilled AI Engineer to join us on a freelance basis to help design, build, and deploy intelligent solutions. This role is ideal for someone who is hands-on, solution-oriented, and comfortable working independently in a fast-paced environment. Responsibilities: Design and develop AI/ML models for real-world applications Work with structured and unstructured data to build predictive or generative solutions Integrate AI models into existing systems and workflows Optimize models for performance, scalability, and accuracy Collaborate with stakeholders to understand business needs and translate them into technical solutions Requirements: Proven experience as an AI Engineer, Machine Learning Engineer, or similar role Strong knowledge of Python and lib...

...hands-on testing and the full Xcode project so I can archive future builds myself. I’m open to Swift, Flutter, React Native—whatever lets you replicate the experience pixel-perfectly and efficiently. Acceptance criteria 1. Side-by-side visual and audio indistinguishability from the reference app. 2. Deterministic winner logic based on proximity to (0, 0). 3. Smooth performance on current iPhone models. 4. TestFlight build and clean, well-documented source code provided....

...YouTube-ready video. The brief is simple: ingest the material I supply, let the AI handle everything from scene generation and voice handling to any facial animation or subtle visual effects that will make the final cut engaging and seamless, and then return a file I can upload straight to YouTube without extra tweaking. I am not prescribing a specific toolset—whether you lean on Runway, Stable Diffusion, D-ID, Topaz, or a blend of custom pipelines is up to you—but the output must be high-quality, free of artefacts, and fully consistent with the supplied actor’s likeness and the narrative beats of my script. Deliverables: • A complete video master in a YouTube-supported format (ideally 1080p or higher MP4). • Any project or source files required fo...

I need an experienced Laravel developer to build a full-stack web application from scratch. The build should follow current Laravel best practices—Eloquent models, migrations, RESTful controllers, Blade (or Inertia) templating, and clear service separation. Clean, PSR-compliant code and concise inline comments are a must so that future maintenance remains painless. Deliverables 1. Complete Laravel source code 2. All migrations, seeders, and sample data 3. README covering setup, environment variables, and deployment steps 4. Short changelog summarizing each milestone I’ll review each milestone on the staging server; payment is released once the code passes tests and matches the spec. Please confirm your recent Laravel experience, link a comparable web applicat...

Job Title: EOR Client Sourcing Specialist (Global Lead Generation – Remote) Job Description: We are looking for a proactive and result-driven EOR Client Sourcing Specialist to help us connect with global employers interested in hiring talent in India through: Employer of Record (EOR) Offshore Development Center (ODC) Contractual / Remote Hiring Models Your primary responsibility will be to identify, approach, and generate qualified business leads from international companies looking to expand their workforce in India. Key Responsibilities: Research and identify global companies hiring or planning to hire in India Generate leads through platforms like LinkedIn, job boards, databases, and outreach tools Reach out to decision-makers (HR, Founders, Talent Heads) Pitch EOR / O...

I’m looking for a Python-driven computer-vision solution that can scan images of wooden surfaces and reliably flag three defect types: • Cracks • Discoloration • Scratches You may choose the techniques—traditional OpenCV pipelines, deep-learning models such as CNNs, or a hybrid approach—but the final system must run entirely in Python and process images or short video clips without manual intervention. Here is what I expect at hand-off: • Clean, well-commented source code with clear instructions for installation and use. • A trained model (or parameter set) and any preprocessing scripts. • A short report outlining the detection logic, performance metrics on your test set, and guidance on how I can retrain or extend the ...

...• Ingest CSV or Excel files of historical sales pulled from our ERP. • Clean, normalize, and visualize the data so outliers or seasonality jumps are obvious. • Apply proven time-series or machine-learning techniques (ARIMA, Prophet, LSTM—whichever best fits the data volume and variability) to generate baseline forecasts and confidence intervals. • Allow me to tweak parameters—e.g., switch models, adjust seasonality, exclude pandemic years—and immediately see the impact. • Export the final forecast to Excel and a simple dashboard (Power BI or Tableau preferred, but an embedded web chart is fine). Nice-to-have flexibility While the first release focuses solely on demand forecasting, I would like the architecture left open so t...

I need a small simple pack of low-detail triangular meshes created directly in Blender. These will slot straight into my game pipeline, so please keep topology clean, polygon counts minimal, and naming consistent for quick import. Deliverables • A .blend file containing all low-poly triangle models • Individual FBX (or OBJ) exports, scaled to real-world units and centered at origin • Simple, non-overlapping UVs on each triangle so I can drop 256×256 textures on them without stretching • Confirmation that each file opens in the current Blender LTS release without missing data Let's get in touch!

...well-structured slide deck that teaches key organic chemistry concepts to university students. The material should go beyond high-school basics and feel suitable for a sophomore-level lecture: clear reaction mechanisms, nomenclature guidelines, stereochemistry illustrations, and short problem-solving examples that can spark in-class discussion. Please weave in engaging visuals—reaction arrows, 3-D molecular models, and concise explanatory diagrams—so the flow stays intuitive rather than text-heavy. You are free to build the deck in PowerPoint or Google Slides as long as every image and citation is royalty-free or properly credited. Deliverables • 25–30 polished slides in .pptx or Google Slides format • Speaker notes under each slide that let me d...

...tampering devices out of their fuel dispensers. The focus is on prevention rather than post-event detection, so the material should walk through proven countermeasures, hardware safeguards, software lock-outs, on-site inspection routines, and staff training practices that collectively shut down the main attack vectors. Scope • Explain how pulser manipulation is commonly attempted in European dispenser models (Gilbarco, Tokheim, Wayne, etc.) only as context for the preventive steps. • Lay out step-by-step prevention methods with references to real-world roll-outs in EU service stations where possible. • Highlight regulation or certification requirements that bolster tamper resistance (MID, ATEX, Weights & Measures). • Provide a quick-reference checkl...

I’m expanding an internal dataset used to train computer-vision models and need fresh, rights-cleared photos of urban landscapes that prominently feature buildings and architecture. Your own city—or any locale outside of our current archive—is perfect as long as the images are original and exclusively licensed to me. Focus of each shot • Clear view of architectural elements: façades, skylines, bridges, residential blocks, heritage sites and similar built structures. • Street vehicles or park spaces may appear incidentally, but the building itself must remain the dominant subject. What to deliver • High-resolution JPEG or PNG (minimum 2048 px on the shortest side; RAW files welcomed as an extra). • Simple filename noting the city or ...

...dashboard will then let me filter, search, and see totals by category. I do not need budget tracking or receipt scanning in this first release. The tech stack is open. React, Vue, or Svelte on the front end are all fine, and I’m equally happy with a Python (Flask/FastAPI), Node, or similar back end as long as the ML component integrates smoothly. Feel free to reuse public datasets or lightweight models; what matters is that the pipeline is reproducible and the code is well organised. Deliverables • Responsive web UI with secure sign-up / login • AI/ML service that auto-categorises expenses and updates itself from user corrections • Dashboard showing per-category totals, search, export to CSV • Clear documentation and setup script (Docker or simil...

...VPS provisioning (Hetzner, AWS, DigitalOcean, etc.) • Containerisation: • Docker • Docker Compose • Reverse proxy setup: • Nginx • SSL/TLS configuration (HTTPS) • Firewall and server hardening The Candidate MUST confidently deploy and secure a server 2. LLM Integration & Orchestration (Critical) The Candidate must have direct experience integrating AI models via API: • OpenAI (GPT models) • Anthropic (Claude models) Required capabilities: • API integration (REST / SDK) • Token usage optimisation • Model selection logic: • cheap vs high-performance routing • Handling latency, failures, retries Bonus if YOU understand multi-model orchestration strategies 3. AI Age...

...analytics, and 3) automate lead capture, scoring, and routing—all in one seamless product. Core scope The software must combine an LLM-driven conversation engine with a data layer that feeds dashboards and predictive models. It should talk to every place my team already works, so native, bidirectional integrations are essential with: • CRM systems (Salesforce, HubSpot, Zoho, etc.) • Email platforms (Gmail, Outlook 365, Mailchimp, …) • Social media channels (LinkedIn, Facebook, Twitter/X) Key expectations • Modular, API-first architecture that lets me swap models or data sources without heavy refactoring. • Secure, role-based access and GDPR-compliant data handling. • Admin console to configure playbooks, scoring rul...

...locally, my brand is not the first name that appears. I want to change that. Scope of work • Local search results – Strengthen my Google Business Profile, on-page local SEO signals, NAP consistency, high-authority local citations, and location-focused schema so Richmond borrowers find me before competitors. • AI-driven search results – Structure data and publish content in formats large language models can easily ingest, earn mentions on authoritative sites likely to be crawled by ChatGPT, Claude, Perplexity, and Gemini, and create an “LLM-ready” knowledge base (FAQ, how-to guides, glossary). • Voice search optimization – Tune copy, metadata, and schema to match natural-language questions homebuyers ask Siri, Google Assistant, a...

...existing machine envelopes and lubrication layouts at JYOTI CNC Automation Ltd. • Typical workflow 1. You receive my baseline requirements, speed/torque targets, and any space constraints. 2. You develop 3D models (STEP / Parasolid) and detailed 2D drawings (ISO standards) in SolidWorks, Inventor, or NX—whichever you’re fastest with. 3. Back-of-envelope strength checks (AGMA, ISO 6336) plus basic FEA on high-load teeth to confirm safety factors. 4. A short design note explaining material choices, heat-treat specs, and expected life. • Acceptance criteria ‑ Models and drawings open error-free and show fully defined dimensions/tolerances. ‑ Calculations demonstrate ≥1.5 safety factor at rated load. ‑ All files compile in...