Regression analysis jobs

1. SQL analysis data file 2. Report 3. Presentation.

My upcoming build is still at the concept stage, so I need a licensed structural engineer to step in early, develop the structural scheme, and carry it through to a permit-ready package. At this point I have only rough sketches; no finished architectural set is in place yet. Experience with analysis software such as ETABS, SAP2000, or STAAD will help streamline the process, but the critical factor is clear communication and timely delivery. If this scope fits your expertise, let me know your projected turnaround and any information you need up front so we can get started right away. Thank you

I need a reliable solution that automatically pulls public-facing text from specific social-media websites and delivers the content back to me in a clean, structured format ready for downstream analysis. The task covers three steps: building or customising a scraper in Python that navigates the chosen platforms, capturing posts, comments and any associated meta-information I specify; cleaning the raw output to remove emojis, markup, duplicate lines and other noise; and packaging the final, deduplicated dataset as a CSV or JSON file. Please write the code so I can rerun it anytime (command-line script or Jupyter notebook is fine) and include concise setup instructions plus brief inline documentation. I expect respectful rate-limit handling and compliance with each platform’s p...

...or non-local macroscopic homogenisation models. Expected outcomes ·Derivation of effective macroscopic models capturing high-contrast and multiscale interactions. · Identification of non-trivial wave behaviour, such as dispersion curves, stop bands, and localised resonance modes. ·Comparison between classical and high-contrast homogenisation. Skills developed ·Mastery of multi-scale asymptotic analysis techniques. ·Understanding of wave propagation and dispersion phenomena in highly heterogeneous anisotropic media....

...evidence (screenshots, logs, network captures) Final QA report with: executive summary, all findings by severity, pricing-claim verification data with raw numbers, security audit summary, go/no-go recommendation Regression testing after our team fixes critical and high-severity issues Milestones and payment Milestone 1 ($4,000): Approved test plan + environment setup Milestone 2 ($6,000): Functional + cross-browser testing complete, bugs filed Milestone 3 ($6,000): Security testing + pricing verification complete with data Milestone 4 ($4,000): Performance testing + final report + regression pass Requirements for bidders Team lead with 5+ years QA experience on SaaS products At least one team member with API security / penetration testing experience (OSCP, CEH, or equi...

Title: Federated Learning (Research & Critical Analysis) Description: I need help in Federated Learning (FL). The task requires strong analytical and research skills, not just writing. Overview: - Select ONE research paper in Federated Learning - Identify ONE key assumption in the paper - Analyze what happens when this assumption is violated or relaxed - Support analysis with related research - Propose a new research idea --- Report Structure + Grading Criteria: 1. Paper Summary (20%) - Clear explanation of the paper - Main idea and method 2. Chosen Assumption (15%) - Identify one key assumption - Explain why it is important 3. Limitation / Violation Scenario (20%) - What happens if the assumption is violated - Pro...

ABOUT THE COMPANY Stephens Engineering is a forensic engineering firm that provides structural, civil, and mechanical investigations for insurance companies, legal teams, and private clients. They specialize in: Structural failure and building damage analysis Roofing, flood, and moisture investigations Construction defect analysis Building envelope issues Technical reporting used in insurance claims and legal cases Core brand traits: Precise Technical Trustworthy Unbiased Expert-level knowledge Reliable and efficient CONTEST BRIEF We are looking for a completely new logo design for an established engineering firm. This is NOT a refresh. We want a bold, modern redesign that stands out from typical engineering companies. Goal: Create a logo that is unique and memorable w...

1. Account adding bugs 2. Playwright conversion to scrapper 3. Integrate Gemma 4 e4b LLM AI to do deeper summary and analysis on scraped data. It allows user to choose AI to run locally on machine or edge devices such as mobile phone. 4. Cookies issue on completely removing accounts and re-add accounts back to panel.

...peer-to-peer and business-to-business payments. • Implement strong customer authentication, role-based access, and end-to-end encrypted data at rest and in transit. • Integrate a modular backend API so we can later expose the same services to a web portal and USSD interface without rewriting business logic. Security & Compliance Every line must pass automated OWASP checks, static code analysis, and peer review. Key vault management, token-based sessions, and granular audit trails are required so the platform is ready for future PCI DSS and SOC 2 audits. Payments & Wallets The app should be architected to plug into popular mobile wallets and local payment rails (think Apple Pay, Google Pay, and regional wallets) through clear adapter classes. A sand...

I ...comparable) ready for tool-maker hand-off • 2D manufacturing drawings with tolerances, draft angles and material call-outs • Exploded views or animation highlighting hinge action and lens insertion • Renderings that clearly communicate colour, finish and brand language Acceptance criteria 1. All contact points survive a virtual drop test and meet standard eyewear flex tolerances. 2. Draft analysis shows zero under-cuts or gating conflicts for single-shot moulding in PC/TR90. 3. Aesthetic proposal matches contemporary lifestyle eyewear trends while keeping SKU cost competitive. If you have a track record in eyewear, consumer electronics casings or similar injection-moulded products, I’d love to see examples and discuss how you would approac...

Our cloud-based HRIS serves us well for day-to-day data, yet it offers no space to document formal investigations. Right now each case is typed into a Word template and saved manually—a process that makes version control, trend analysis, and quick retrieval a chore. I need this entire workflow moved into Microsoft Access so every investigation sits in one secure, searchable place. The database must capture everything we currently record: employee details, an overall investigation summary, every witness statement or piece of evidence we collect, and the final resolution or outcome. On top of that core structure, I want automated notifications (for example, reminders when a case nears its deadline), robust reporting tools that let us pull both individual case summaries and aggr...

...fast loading, smooth navigation and zero crashes. Once the core is stable, we will roll into UI/UX refreshes, expanded booking flows, richer vendor dashboards, subscription logic and eventually an Android build. First milestone – performance & stability • Pinpoint and squash critical bugs on the current Swift codebase • Optimise memory usage, startup time and API calls • Implement basic regression tests and crash-report monitoring • Deliver a short report each week outlining issues found, fixes applied and next steps After we hit an acceptable crash-free rate and sub-second screen transitions, we will move on to the visual overhaul and new feature work. I see this as an ongoing partnership, potentially full-time as revenue grows, so clean...

...that requires a full-length sociology research paper. I already have the broad topic in mind; what I need now is someone who can take that theme, shape a clear research question, organise the argument logically, and present the findings in an engaging, academically sound form. Scope of work You will draft the complete paper, structure it with an introduction, literature review, methodology, analysis, conclusion, and a separate Works Cited page formatted strictly in MLA style. The writing must flow smoothly, use sociological theories appropriately, and reference recent journal articles wherever possible. What I’m looking for When you respond, focus on your relevant experience—tell me about the sociology (or closely related) papers you’ve produced, the resea...

I’m moving forward with a residential remodel and need a licensed structural engineer to provided calculations on a stairwell relocation. Stairwell is currently on one side of the beam and moving to the other side of the main load bearing beam. Your role will start with reviewing the current DWG drawings, confirming loads, and producing all necessary structural on a stairwell relocation. I can make all necessary changes to the DWG drawings. The note from St louis County Building Department states: New Stair Opening Building Created by: Laura on 4/14/2026, 1:32:34 PM Reference: Description: Provide structural calculation (signed and sealed by Missouri registered design professional) for new stair opening framing in the existing floor. * Requires modifications to be submitted Ans...

I am seeking a certified electrical engineer with a calibrated spectrum analyzer capable of measuring up to 20GHz to conduct measurements at my home and on streetlights near my property in Owasso and Tulsa, Oklahoma. The work will involve: - Analyzing my home for specific electrical or spectrum-related concerns. - Measuring streetlights during the day and after dark. - Providing a detailed report of all findings. The work at my house can be completed in the afternoon and evening. Certification, proper calibration of the equipment, and the ability to measure up to 20GHz are mandatory.

I realised my original listing didn’t spell out the true aim of the work. The core goal is to automate our data-analysis process from raw extraction right through to the finished reports we share each week. At present we manually pull figures from MySQL tables and a handful of CSV exports, clean everything in Excel, then rebuild the dashboards in Power BI. I want a single, repeatable pipeline that: • connects to those sources, • performs the cleansing, joins and aggregations, and • produces the same visuals or equivalent PDF/HTML summaries—either on a schedule or at the click of a button. Python, R, or another open-source stack is fine so long as it can run on Windows Server 2019 and won’t lock us into expensive licences. Deliverables ...

I'm seeking an experienced Rust developer to review and optimize my code, with a focus on enhancing performance. Key Objectives: - Primary goal: Optimize performance - Critical area: Data processing - Main aspect to optimize: Memory usage Ideal Skills and Expe...Rust developer to review and optimize my code, with a focus on enhancing performance. Key Objectives: - Primary goal: Optimize performance - Critical area: Data processing - Main aspect to optimize: Memory usage Ideal Skills and Experience: - Expertise in Rust programming - Strong background in performance optimization - Experience with data processing applications - Proficient in memory usage analysis and reduction - Familiarity with best practices in Rust development Please provide relevant experience and approac...

...defined set of stakeholders such as OEMs, infrastructure operators and municipalities. Here is what I need from you: • A complete architectural blueprint that shows how the decentralized SDN controller clusters, the consortium chain, and the VANET data plane interact. • A protocol flow detailing how integrity, authentication and privacy are enforced end-to-end. • Performance and security analysis—simulated or analytically reasoned—to demonstrate that the design stays lightweight enough for on-board units while still scaling city-wide. Divide the City: Split your map (e.g., a 5km x 5km area) into 4 zones. Each zone gets its own "Local Boss" (SDN Controller). The "Handshake": When a car enters Zone A, the Zone A controller c...

I'm seeking an experienced Python developer to help with data analysis and automate data scraping tasks. Key Requirements: - Develop Python scripts for data analysis. - Automate data scraping from websites. - Deliver clean, structured datasets for analysis. Ideal Skills: - Proficiency in Python, especially for data manipulation. - Experience with libraries like BeautifulSoup, Scrapy, or Selenium. - Strong background in data analysis, preferably with Pandas or NumPy. - Familiarity with data storage solutions (e.g., SQL, NoSQL). Looking for someone who can write efficient, reliable scripts and has a keen eye for detail.

I have a set of digital photographs whose authenticity must be proven beyond doubt for upcoming legal proceedings. I need a seasoned digital-image forensics specialist who can examine each file, apply accepted techniques (metadata review, error level analysis, hash comparison, noise pattern inspection, etc.) and state, in plain but defensible language, whether the images are original or have been altered in any way. Because the final report will be presented in court, every step has to follow best-practice chain-of-custody standards. Please document tools, versions, and methodology clearly so opposing counsel can replicate the work if required. Deliverables • A signed, courtroom-ready forensic report detailing tests performed, results, and a clear conclusion on authenticity...

...scraping approach that can handle dynamic content (Selenium, Playwright, or similar) as well as polite rate-limiting so we stay within acceptable request volumes. Deduplication is essential—if the same company appears under multiple categories or listings, merge the records instead of inflating the count. Deliverables • One clean .xlsx file containing all requested fields, ready for filtering and analysis • A brief text log explaining the scraping workflow, libraries used (e.g., Python–Selenium/BeautifulSoup, Node–Puppeteer, etc.), and any known data gaps • Confirmation that the crawl completed for every U.S. state and territory, without regional bias I will review the spreadsheet for completeness, spot-check against live BBB pages, and verify t...

I ...engine—formulas, PivotTables, maybe a touch of Solver or simple regression if it tightens accuracy—that rolls revenue, direct costs, and overhead into monthly, quarterly, and annual projections. A concise summary sheet should translate the forecast into KPIs and visualizations (think sparklines and standard Excel charts) so I can spot variances at a glance. Acceptance criteria: • One Excel workbook containing a dynamic, fully linked forecast model. • A summary dashboard that updates automatically as underlying data change. • Short, in-sheet instructions noting where to paste future data and how to refresh results. If you see opportunities to streamline with light VBA touches, great, but the heart of the job is data analysis on financi...

I am looking for an experienced aerospace/structural engineer with strong ANSYS (FEA) skills to complete an assignment involving the design and structural analysis of an aircraft wingbox. The goal is to develop a lightweight but structurally sound wingbox design, perform finite element analysis, and present results in a professional report. Full assignment brief is attached

...quality and productivity, additional 2-hour blocks will be assigned Important Notes Do not include hotels with fewer than 30 rooms Do not include apartments unless they operate as hotel-style residences with a clear room/unit count Avoid duplicate entries When in doubt, verify through multiple sources Goal Deliver a clean, accurate, and complete dataset that can be directly used for outreach and analysis....

Scope of Work – Digital Marketing (E-commerce & Performance Marketing) 1. Marketplace Management (Amazon, Flipkart & 1mg) Product listing creation and optimization (SEO-based titles, bullet points, descriptions) Catalog management (images, A+ content, brand store setup) Keyword research and competitor analysis Inventory coordination and stock management Handling customer queries, reviews, and ratings improvements Ensuring account health and compliance with platform policies 2. Marketplace Advertising & Bidding Running and optimising PPC campaigns on: Amazon Ads (Sponsored Products, Sponsored Brands) Flipkart Ads 1 mg promotions (if applicable) Bid management and budget optimization ACoS / RoAS improvement strategies Daily campaign monitoring and performance scaling...

...from our retail platform and I need clear, data-driven insight into which products are really driving revenue. The goal is simple: surface product-level sales trends so I can see which SKUs consistently outperform and which ones lag behind, all viewed through the lens of revenue generated rather than just unit counts. You’re free to structure the workflow as you see fit, but I expect the core analysis to happen in Python, leveraging pandas and NumPy for data wrangling and aggregation. I’ll supply the dataset along with a brief data dictionary; you return a well-commented Jupyter notebook (or .py script) that: • Cleans and normalises the raw data • Calculates revenue by product over selectable time windows • Highlights statistically significant up-...

I have assembled the genome-wide WRKY transcription factor sequences for Brassica juncea and now need a complete in-silico analysis focused solely on the gene sequence level. The work must cover three core objectives: • Identification of all WRKY gene family members present in the current assembly, including accurate locus IDs and coding sequences. • Comparative genomics that positions each B. juncea WRKY against its orthologues and paralogues in close Brassica relatives and Arabidopsis, highlighting expansions or losses. • A robust phylogenetic analysis that groups the genes into their canonical WRKY clades with well-supported bootstrap values and a clearly annotated tree ready for publication. Because I have not fixed a pipeline yet, please recommend th...

...or non-local macroscopic homogenisation models. Expected outcomes ·Derivation of effective macroscopic models capturing high-contrast and multiscale interactions. · Identification of non-trivial wave behaviour, such as dispersion curves, stop bands, and localised resonance modes. ·Comparison between classical and high-contrast homogenisation. Skills developed ·Mastery of multi-scale asymptotic analysis techniques. ·Understanding of wave propagation and dispersion phenomena in highly heterogeneous anisotropic media....

I need a fully-parameterised ASPEN Plus V14.2 model that captures the key biological steps of anaerobic digestion so I can obs...at every run and allow easy extraction of the data for comparative plots. Your task is to build, validate and hand over: • the working ASPEN Plus (.bkp) file with all relevant property methods and reaction kinetics implemented, • a concise run guide that shows where and how to change the two investigated parameters, and • a brief results note or dashboard (Excel, MATLAB or embedded Aspen Analysis) illustrating at least three operating points to prove the model’s stability. The project is complete when the file opens error-free in V14.2, converges across the chosen operating window, and reports methane production figures that are...

I have a raw survey dataset already sitting in an SPSS (.sav) file and I need it put into analysis-ready shape. The job is entirely about data cleaning inside SPSS—no modelling or interpretation yet. What I expect you to do is run a systematic cleaning routine in SPSS: screen the variables, flag anything that looks off, deal appropriately with missing cases, double-check value and variable labels, and make sure the final file is consistent and ready for downstream statistical work. If you spot patterns such as extreme outliers or contradictory responses, please document them and apply standard remedies only after noting them in the log. Deliverables: • A cleaned .sav file ready for analysis • The full SPSS syntax (or journal) showing every step you took ...

I have a plant transcription factor sequence. I need different analysis like motif, domain, chromosomal location etc.

...predict when a user is likely to log on again. The core need is a production-ready model—deep-learning is welcome where it adds value—that captures behavioural signals and translates them into accurate logon-probability scores. You will work with the raw system logs I can provide (time-stamped events, account metadata and any other fields you advise extracting). Starting from exploratory data analysis, we will move through feature engineering, model selection, hyper-parameter tuning and final evaluation. I am especially interested in interpretable insights alongside raw accuracy, so attention to explainability techniques such as SHAP or LIME is appreciated. Deliverables • Clean, well-commented Python (or R) code for data prep, training and inference • ...

I am seeking an experienced machine learning professional to train and optimize mod...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 data. - Provide clear documentation of the methodology, changes made, and ...

...preferred) **Engagement Type:** Contract / Freelance (3–6 months, extendable) **Start Date:** Immediate --- ## **About the Project** We are setting up a **clinical-grade bioinformatics pipeline** for **low-pass whole genome sequencing (LP-WGS)** focused on reproductive genomics applications including: * Non-Invasive Prenatal Testing (NIPT) * Products of Conception (POC) analysis * Recurrent Pregnancy Loss (RPL) analysis The pipeline must be **robust, reproducible, and compliant with clinical lab standards (NABL/ISO 15189)**. --- ## **Scope of Work** You will design, develop, and validate an end-to-end bioinformatics pipeline for LP-WGS data. ### **Key Responsibilities** * Develop a **scalable LP-WGS pipeline** from FASTQ → CNV calls → report-ready...

I have more than twenty-one separate census workbooks that need to become one clean, analysis-ready master table. All source files are in Excel, but only a portion share the same column order, header names, and data types—others drift just enough that simple copy-paste won’t work. Here is what I need from you: • Inspect every workbook, standardise field names, data types, and date formats • Append all records into one master sheet (or a single .xlsx with a clearly named “Master” tab) • Flag and resolve duplication, obvious entry errors, and encoding issues • Deliver a concise data dictionary so I can see how each original column mapped into the final table Accuracy matters more than speed; however, once the structure rules are l...

...vessels currently operating offshore Brazil. Scope of Work: The deliverable is a feasibility study report covering the following: System sizing based on available deck area (~324 sqm per vessel) and local solar irradiance conditions Assessment of key technical challenges specific to the offshore marine environment (dynamic vessel heading, motion and vibration loading, saltwater corrosion, shading analysis) Indicative equipment specifications (marine-grade PV panels, inverters, mounting systems) Electrical integration approach with the vessel's existing onboard power system Indicative cost estimate for the full installation Identification of relevant marine certification and classification society requirements (e.g. DNV, Bureau Veritas) Ideal Candidate: Proven experience ...

...questions cover core undergraduate material—think probability concepts, simple regression, and hypothesis tests—yet everything has to be demonstrated with the appropriate Excel techniques (e.g., built-in formulas, manual calculations set up in the sheet, charts where useful). Here’s what I need from you: • A clear, walk-through solution for each problem inside one workbook, with explanatory notes that make the reasoning easy to follow. • A brief call or chat after delivery so I can be sure I understand every step and can replicate the method on future assignments. When you respond, highlight your experience doing statistics specifically in Excel—whether that’s tutoring, academic work, or professional analysis—so I kno...

...SEO Strategy The freelancer must provide a structured monthly plan including: • Keyword targets • Content plan • Off-page activities • Performance tracking 8) Page Targeting Plan • Suggest and execute: o 4–6 SEO blogs per month o Optimization of existing pages • Balance between: o Informational content o Service-focused pages Additional Expectations • Keyword research & competitor analysis • Internal linking improvements • Website performance suggestions (speed, mobile optimization) • Monthly reporting including: o Keyword rankings o Traffic growth o CTR improvements Preferred Candidate • Experience in technical/engineering SEO • Understanding of B2B lead generation • Ability to simpl...

Job Title – Reliability Engineer Job Location – Bengaluru, Karnataka Experience – 2 -3 Years Position Overview We are seeking a highly skilled Reliability Engineer to support 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 reliabil...

I want to turn a fresh idea into a polished desktop application I can sell and use to support my family. ...technical architecture overview • Fully developed desktop application with executable installer and complete source code • Basic user manual (PDF) and a short demo video • Post-launch support for bug fixes during the first month Acceptance criteria • Application installs without admin-level issues on Windows 10/11 • No critical or repeatable crashes during normal use • Code passes static analysis (e.g., SonarQube or similar) with no high-severity issues • Features match the final, agreed-upon spec If you’ve already shipped commercial desktop software—or better yet sold it online—tell me about it. Let’s ...

...SEO Strategy The freelancer must provide a structured monthly plan including: • Keyword targets • Content plan • Off-page activities • Performance tracking 8) Page Targeting Plan • Suggest and execute: o 4–6 SEO blogs per month o Optimization of existing pages • Balance between: o Informational content o Service-focused pages Additional Expectations • Keyword research & competitor analysis • Internal linking improvements • Website performance suggestions (speed, mobile optimization) • Monthly reporting including: o Keyword rankings o Traffic growth o CTR improvements Preferred Candidate • Experience in technical/engineering SEO • Understanding of B2B lead generation • Ability to simpl...

...connecting them with the right lenders. They are typically supported by Loan Officer Assistants (LOAs), who handle tasks such as document collection, follow-ups, file organization, and scheduling. Smart LOA replaces and enhances this role through AI and automated workflows. The platform helps Loan Officers operate more efficiently by assisting with: Document collection and review Pre-qualification analysis Loan and lender identification Workflow organization and follow-ups The goal is simple: help Loan Officers reduce workload, lower costs, and close more deals. Target Audience: Mortgage Loan Officers Mortgage Brokers Small to mid-size lending teams Brand Personality: Intelligent Efficient Modern Trustworthy Professional Tech-forward, but still human and supportive What t...

I will hand you a raw Excel/CSV file and need it transformed into clear, decision-ready intelligence that speaks directly to our business-strategy questions around sales performance. The work begins with thorough cleaning—handling missing values, outliers, and inconsistent formats—then moves into processing and feature engineering so the data is structured for analysis. From there, I’d like to see exploratory visualisations (Python, R, Power BI or Tableau—use whichever you are strongest with) that surface patterns and relationships at a glance. Ultimately, you will extract the key insights that tell us what is really driving results and where opportunities lie, then package everything so executives can act on it immediately. Deliverables • Cleaned an...

I want to turn my raw market-trends data into clear, action-ready insights with the help of a custom AI assistant. The core requirement is data analysis: the system should ingest whatever format I send—usually CSV and Excel dumps, occasionally a direct database export—and automatically clean, analyse, and visualise the material so that I can spot patterns, outliers, and emerging opportunities at a glance. I expect the workflow to be fully automated once a file is dropped into a designated folder (or a table is updated). Behind the scenes you can rely on Python, pandas, scikit-learn, or similar tooling; as long as the final solution is reproducible and easy for me to extend, the choice of libraries is up to you. I’m comfortable running scripts locally, but a lightw...

I need a 2-page paper on Texas federalism. Key focus: - Relationship between state and federal government Requirements: - In-depth analysis - Citations and references - Clear, concise writing Ideal skills: - Expertise in political science - Strong writing skills - Ability to synthesize complex ideas Doesn't have to be anything special (B or higher Letter Grade preferred), must cite and have references. Only Book that my class uses is "Governing Texas Seventh Edition" by Anthony Champagne.

Audit & Strategy: Conduct a full technical SEO audit and competitor analysis for a digital marketing agency website. Local SEO: Optimize Google Business Profile (GMB) to rank in the top 3 for local search terms in specific regions. Backlinks: Build high-authority, niche-relevant backlinks to improve domain authority. Reporting: Weekly performance tracking and ranking updates. Content Calendar: Create a 30-day content strategy for Instagram and YouTube (focused on music/creative niches). Growth Hacking: Implement engagement strategies to increase organic followers and reach. Ads Management: Set up and optimize Meta ad campaigns for lead generation with a focus on high ROAS. Editing: Professional video editing for Reels/Shorts with trendy transitions and captions. Landing Page: ...

I’m preparing a systems analysis that examines how climate change alters water distribution, and I need those ideas visualised clearly. You will receive my written conceptual descriptions and transform them into 2–3 causal loop diagrams in Vensim. Each diagram must show the key variables, indicate the polarity of every causal link, and highlight the reinforcing or balancing feedbacks so the overall logic is unmistakable. Because these diagrams will guide later modelling work, they have to be easy to read, visually tidy, and internally consistent. I’m looking for someone comfortable with systems thinking who can translate narrative explanations into tight, well-structured loops without losing nuance. Deliverables I expect: • Up to three Vensim-formatted CLDs ...

...PREVENTION OVERVIEW VENDOR NOTE: Module numbering M1-M15. All modules required for complete textile wholesale suite. ID Module Name Priority M1 Ultimate Custom Invoice (Color Status + Transport Auto-Fetch) CRITICAL M2 Textile Barcode System (Design+Lot+Qty Intelligence) CRITICAL M3 Agent Commission (Bill-to-Bill + Auto TDS + Auto JV + History) CRITICAL M4 Goods Return Intelligence + Problem Party Analysis HIGH M5 Daily WhatsApp Collection Bot HIGH M6 Monthly Ledger Confirmation WhatsApp HIGH M7 Short Payment Alert + Reason Capture HIGH M8 Last 10 Rates Popup + WhatsApp Negotiation Share MEDIUM M9 Negative Stock Blocking + Owner Override HIGH M10 Compulsory Discount in Item Master MEDIUM M11 Customer 360° Dashboard HIGH M12 Textile Intelligence Reports Pack (12 Reports) HIG...

...and I need every line lifted into a single, well-structured Excel workbook. The job is more than a straight copy-paste: the rows and columns must line up exactly as they do in the source, mixed data should keep its original formatting (numbers recognised as numbers, text as text), and any unwanted page headers, footers, or blank rows must be stripped out so the sheet is immediately usable for analysis. Speed matters—my timeline is ASAP—so I’m looking for someone who already has a reliable workflow with conversion tools such as Adobe Acrobat, Able2Extract, or Power Query, and can move quickly from extraction to cleanup without sacrificing accuracy. Once complete, I’ll review the file to be sure the totals, headings, and row counts match the PDFs. Delivera...