Url shortener algorithm python jobs

...learning engineer or data scientist to create an automaton for recognising handwritten digits specifically within mathematical problems. Responsibilities: - Develop a machine learning algorithm capable of recognising handwritten digits - The primary focus will be on mathematical problems - Ensure accuracy and adaptability to various handwriting styles - Configure the algorithm to output recognized digits as digital numbers Ideal skills & experience: - Proficiency in machine learning algorithms and principles - Extensive experience with handwriting recognition software - Demonstrate capabilities in Python, TensorFlow or similar platforms - Have a deep understanding of Optical Character Recognition (OCR) - Familiarity with mathematical problems and their struc...

I need a skilled Pine Script coder for TradingView to help with extracting code from a restricted invite-only script. This script is accessible to me but is otherwise restricted. Key Responsibilities: - Extract the code from the restr...TradingView to help with extracting code from a restricted invite-only script. This script is accessible to me but is otherwise restricted. Key Responsibilities: - Extract the code from the restricted script - Perform major modifications as needed (e.g., changing algorithm, adding/removing features) Ideal Skills and Experience: - Strong experience in Pine Script coding for TradingView - Proven track record of extracting and modifying code from restricted or invite-only scripts - Ability to make significant changes to a given algorithm, indi...

use Oracle PL SQL teach me how to install free Oracle DB on my local windows 11 acce...sold = current price * haw many sold Competitor in the same city y or n Week day – mon, teu, wen, ther, fr, sat, sun Weekend y or n Day after weekend ***** end Main table to calculate ***** data simulation may be done in python and then upload to SQL DB (but better in SQL) you provide both 1 sql or python code for simulation 2 main table creations code (only sql) if you use python for simulation; provide detailed instructions and code how to run python code and how to upload simulated data to oralce PLSQL DB on my windows computer just ideas for python data simulation

I need an expert in Python for maintenance tasks on some existing code. Key Tasks: - **Bug Fixing:** This code has some bugs that need to be identified and fixed to ensure its proper functioning. - **Code Optimization:** Your expertise is crucial to streamline and optimize the performance of the existing code. Ideal Candidate: - Proficient in Python - Experienced in code maintenance - Skilled in bug fixing and code optimization.

I'm searching for an experienced Python developer to handle data collection and processing in the financial sector. Your tasks will consist of two core elements: - Data Collection: Obtaining data from diverse financial sources, including stock market data, cryptocurrency data, and financial news data. - Data Processing: Once collected, you'll perform various calculations and analyses, including statistical analysis, trend analysis, and calculations with a focus on historical data. Familiarity with these tasks and the financial sector is crucial to delivering the results needed. Your expertise in Python and financial data processing will contribute significantly to the project's success.

I have a prompt to 3D generation source code written in Python. Unfortunately, the current code is riddled with bugs, specifically syntax errors, runtime errors, and logic errors. I'm in need of a Python expert who can help me debug and fix these issues. Key responsibilities: - Execute a thorough debugging process to locate and correct syntax, runtime, and logic errors. - Ensure the model is running efficiently and effectively. Ideal skills and experience for this job: - Proficiency in Python with a focus on debugging. - Prior experience working with 3D models is a plus. - Good understanding of software development and bug fixing processes.

I'm seeking an experienced professional to help with boosting my Instagram presence and website SEO. The main goal of this project is to significantly increase my Instagram followers ...project is to significantly increase my Instagram followers and engagement. Key Responsibilities: - Improve Instagram engagement through likes and comments - Increase the number of Instagram followers - Implement effective SEO strategies to drive more traffic to my personal website Ideal candidates will have: - Proven experience in Instagram growth and SEO - A deep understanding of Instagram's algorithm and best practices - A track record of successfully driving engagement on social media platforms - Strong knowledge of SEO strategies - The ability to work independently and creatively t...

I need someone to convert my current trading bot that was written in Node.js into Python, specifically version 3.10. The bot, which uses Puppeteer for browser automation on the Quotex platform, needs to be programmed to use Selenium in the Python version. Key features to incorporate into the new Python bot include: - Real-time data monitoring - Regular trading automation - Custom trading strategies Freelancers should have an extensive understanding of Python and Selenium, along with experience in trading automation. The end goal is to have a Python version of the trading bot that works flawlessly round the clock without any hitches, preserving all the functional features of the original Node.js version. It's crucial that the script can run 24/7 wi...

I'm seeking a skilled embedded software developer who's proficient in C, C++ and Python to create a custom solution for a microcontroller-based system. The primary focus of this project is the successful implementation of various communication protocols on the embedded software. Key Responsibilities: - Develop an embedded software running on a microcontroller - Implementation of communication protocols within the software - Testing and debugging of the software for optimum performance Ideal Skills and Experience: - Proficient in C, C++, and Python - Previous experience in embedded software development - Familiarity with microcontroller systems - Strong understanding of various communication protocols Please include any relevant past projects or experience with s...

I'm seeking an experienced and skilled engineer, data scientist to assist in optimizing the cooling power of a new metamaterial. The project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have:...

Seeking ML expert (MSc/PhD) to implement hybrid DCN model for Bitcoin price prediction using Python. Tasks: data collection/preprocessing, EDA, model training/evaluation, results analysis & report writing. Ideal candidate has experience in financial forecasting & cryptos.

I need someone to gather email addresses from a list of website URLs that I will provide. The goal is to collect email addresses from different sites, which I can then incorporate into my email marketing campaign. Key Requirements: Manually find email address of user from website, by searching in google etc Ideal Skills and Experience: - Proficient web researcher: You should be skilled in navigating websites and efficiently extracting specific pieces of information without getting bogged down. Please make sure to address your experience and expertise in these areas in your proposal. Thank you.

I'm seeking a Python developer experienced in Selenium to create an automation bot. The primary aim of this project is to automate repetitive tasks. https://pump. fun/6rEPojp1CJxgKUts64hrKpvNRFUYd3JvxE5KKYXgCkjj this is script description: i will provide list of privatekey and list of text /image post. bot will post reply you need to install phantom wallet extension connect wallet with this site and then post reply Key tasks include: - Developing a Python Selenium bot that can perform specific, pre-defined tasks - Ensuring the bot is easy to use for personal use Ideal candidates will have: - Proficient in Python and Selenium - Experience in developing automation bots - Can work with little supervision and have excellent communication skills.

As an investor seeking to streamline my algorithmic trading operations, I am in need of an able Python Developer who specializes in automation tasks. This role requires an individual with: - Mastery of Python and experience with automation tasks, most especially within the investment and stock market scenario. - Skilled and knowledgeable in stock market terminology with experience in use of Websockets for API integration Suitable candidates are expected to have good communication skills to effectively understand and implement required changes in a timely fashion. Help me maximize my trading potential with your Python expertise!

I'm looking for a Python developer who can upgrade my current mass mailing script. The goal is to enhance its overall performance, improve the user interface, and add email delivery tracking. Key requirements: - **Performance Improvement**: The upgraded script should handle mass mailing more efficiently, ensuring that emails are sent promptly and don't get caught in spam filters. - **User Interface Enhancement**: A more user-friendly interface with clear controls and options is essential for effective use. - **Email Delivery Tracking**: I need to be able to track email delivery statuses for each recipient. In addition, the primary goal of this upgrade is to improve the inboxing rate. While the current script is functional, I want to enhance it by making it more user-fri...

I am looking for a professional with experi...titles and persuasive, informative descriptions. - Backend search terms: Implement relevant keywords in the backend to improve discoverability. - Enhance Images and multimedia: Ensure high-quality images and videos that attract customers and boost conversion rates. Ideal Skills & Experience: - Proven track record in Amazon listing optimization and SEO. - Strong understanding of Amazon's search algorithm and best practices. - Proficiency in keyword research and implementation. - Creative and persuasive writing skills. - Experience in product photography and video creation is a plus. Please note that I have not specified a target audience or specific keywords. Your expertise in this area will be highly valuable in guiding the op...

I am looking for a professional with experi...titles and persuasive, informative descriptions. - Backend search terms: Implement relevant keywords in the backend to improve discoverability. - Enhance Images and multimedia: Ensure high-quality images and videos that attract customers and boost conversion rates. Ideal Skills & Experience: - Proven track record in Amazon listing optimization and SEO. - Strong understanding of Amazon's search algorithm and best practices. - Proficiency in keyword research and implementation. - Creative and persuasive writing skills. - Experience in product photography and video creation is a plus. Please note that I have not specified a target audience or specific keywords. Your expertise in this area will be highly valuable in guiding the op...

I'm seeking a professional who can help me increase the watch time on my YouTube channel. While I primarily post entertainment videos, I'm looking for strategies to boost this metric to meet the 3800 watch hour threshold. Key Requirements: - Proven experience in growing watch time on YouTube channels - Strong understanding of YouTube's algorithm - Familiarity with content creation and optimization for entertainment content I'm open to discussing different strategies for achieving this goal. If you're creative and resourceful with a track record of success in this area, I'd love to hear from you. Feel free to share your ideas and past accomplishments in your bid.

I'm looking for a freelancer who can help optimize my text and image-based daily news blog for Google Discover. Key Points: - The blog is updated daily and covers news content. - The main goal is to make the content more visible on Google Discover. The ideal candidate should have a strong understanding of Google's Discover algorithm and proven experience in optimizing blogs for the platform. Familiarity with news content and SEO strategies for news websites is a big plus.

...Catalog management Content tracking Analysis Daily Trends Analysis Audience targeting Monitoring of music lists Video editor Royalty accounting software Neighbouring Rights Collection DMCA automated takedown Min. Requirements: - Must have experience with DDEX music supply chain and infrastructure - Experience with B2B DDEX implementation - Experience with technologies such as JSON/XML, AWS, NoSql, Python, Javascript - Familiar with MEAD standards provided by DDEX, Ruby on rails knowledge. Please only apply if you have build something like this before! More info: Key Features: - Rights Management: Implement a secure and reliable mechanism for managing music rights within the system

I own a blog and I'm looking for a skilled freelancer who can assist me in acquiring high authority backlinks that will help to increase organic traffic...the content on my blog. - Analysis of my current backlink profile and making necessary adjustments to improve SEO performance. - Consistent monitoring of the backlinks to ensure they are active and continuously contributing to my website's growth. Ideal Freelancer: - Proven experience in building high authority backlinks. - Familiarity with SEO practices and up-to-date knowledge on the latest algorithm changes. - Previous work with blogs is a plus. - Excellent communication and reporting skills to keep me updated on the progress. In your application, please provide examples of your past work in acquiring backlinks, par...

It is necessary make some simple changes to a project management application made in Laravel. The change are: Please answer only if have experiences in project management software. And show my the url of similar job made because I don't asign the job without see the real competences

I'm looking for a Python expert to evaluate the CI checks and implement a solution to effectively detect configuration drift. The primary goal of this task is to establish a system that can automatically alert via email or messaging platforms whenever a drift is detected. Key Requirements: - Strong proficiency in Python and extensive experience in its usage - Strong knowledge of atlantis and terraform - Solid understanding of CI checks - Prior experience with monitoring and fixing configuration drift - Ability to configure alerts Your role will be crucial in ensuring that our CI check is enhanced to identify any drift and alert the team in real-time. Please provide your proposal outlining your approach, relevant experience, and expected timeline for the completion of t...

I'm seeking a proficient data analyst to decode my online shopping platform's sales data. The primary task is to a...identify prevailing sales trends. Your role will encompass: - Cleaning and preparing raw sales data from the online shopping platform - Utilizing advanced statistical methods to analyze the data - Identifying significant sales trends - Providing a detailed report on the findings Ideal Skills: - Proven experience in data analytics, particularly sales data - Proficiency in statistical software like Python, R or SAS - Ability to interpret complex data and communicate findings effectively - Prior experience working with online shopping platform data will be advantageous. Your detailed understanding of sales trends will inform our strategic direction and deci...

I am in need of an experienced Algo / Python developer with a strong background & deep understanding of algorithm construction. As part of this project, you’ll be responsible for: Algo for Range breakout :-- - Developing algo in python for Range Breakout strategy - Test it & implement for the demat account in brokers- Upstock, Alice Blue, Dhan & 5paisa Ideal skills for this role include: - Extensive experience with Python specifically in the areas of automation and algorithm development - Familiarity with stock market - Strong ability to run effective algorithms Your role in this task is more tilted towards the developmental side, with the creation of an algorithm being the primary focus. You are expected to apply your Pyt...

Hi there! I'm seeking an expert in Python and VBA who can develop a real-time data statistical analysis tool for use on Windows. The tool must be able to process financial data. Though the format of my data wasn't specified, please be ready to handle a diverse range of formats, including but not limited to CSV files, SQL databases, and Excel files. Skills and Experience: - Mastery of Python and VBA - Experience with statistical data analysis - Familiarity with financial data - Proficiency in handling diverse data formats. - Skill in working on Windows OS. Ultimately, I require a reliable system for my ongoing financial data analysis needs. Your track record of similar successful tasks will be a plus.

My Python script is intended to scrape specific Telegram groups, but it's not functioning as expected. I need a developer to address these issues, described below. - **Issue Description**: The script is crashing when scraping certain Telegram groups, which is likely due to the fact that it's not respecting selections. The error presented is “ AttributeError: 'MessageMediaWebPage' object has no attribute 'document'” I can provide the script if you want to check how it’s working. I am open to a whole new script being made. So long as it functions in a similar way. If not familiar you can view telethon api - **Expected Behavior**: The scraping script is supposed to collect data that matches specific regex patterns. This means that

I'm seeking an expert in Python and VBA who can develop a real-time data statistical analysis tool for use on Windows. The tool must be able to process financial data. Though the format of my data wasn't specified, please be ready to handle a diverse range of formats, including but not limited to CSV files, SQL databases, and Excel files. Skills and Experience: - Mastery of Python and VBA - Experience with statistical data analysis - Familiarity with financial data - Proficiency in handling diverse data formats. - Skill in working on Windows OS. Ultimately, I require a reliable system for my ongoing financial data analysis needs. Your track record of similar successful tasks will be a plus.

...Play store specific data from list of apps in the search result url of any keyword. Need data in Excel spreadsheet. Eg : if i search cat in playstore, i need the below mentioned details of first 100 apps shown in the search result. Key Project Details: - I require the script to scrape app names, descriptions, emails, download counts, and URL of the app. - The scraped data should be compiled into an Excel spreadsheet format for my review and analysis. - deploy the script into my server The Ideal Freelancer: - Proficient in web scraping tools and techniques - Experience working with Google Play store data - Competent in automating data extraction and processing - Ability to deliver a reliable, daily scraping solution - python experts, node.js experts If you thin...

Functionality: Data Collection: Retrieve historical stock data (price and volume) for a given set of stocks from a reliable financial data provider (e.g., Yahoo Finance, Alpha Vantage). Store the data in a suitable format (e.g., CSV files or a database). Data Preprocessing: Clean and preprocess the collected data, handling missing values and ensuring consistent formatting. Calculate necessary technical indicators, such as moving averages (e.g., 50-day, 200-day), Relative Strength Index (RSI), and trading volume. Technical Analysis: Implement functions to identify bullish signals based on technical indicators, such as: Moving Average Crossovers: Detect when a shorter-term moving average crosses above a longer-term moving average (e.g., golden cross). RSI Oversold: Identify stocks w...

I want to build custom chromium browser bundled with my webapp. We dont want to use any framework like electrom due to business decisions. Below are the requirements: 1. Bundle webapp with custom chromium build. When the browser is opened then the webapp should be opened by default 2. Remove chromium tabs and url bar. these are not needed since we always open our webapp

...TypeScript, JavaScript, HTML, and CSS to a Python-based system. The website currently allows users to input a URL for evaluation on its ACT and WCAG compliance. Once evaluated, it highlights any errors and provides recommendations for improvement. The source code is provided. Key Requirements: - Recreate user input URL evaluation - ACT and WCAG compliance checking - Error highlighting - Recommendation provision Design Changes: - Redesign of the website's layout - Improvements to the user interface Design Preferences: - Clean and minimalist design - Modern and trendy elements The source code is available for reference. Ideal candidates should have a solid understanding of web development, particularly in TypeScript, JavaScript, HTML, CSS, and Python. ...

...convert this script into Python so that I can run backtests on my local machine. This Python script should produce the same results as the Pine script on TradingView, but handle different data resolutions (1hr to 1Day data). Key Requirements: - Convert a Pine Script into Python. - Ensure the output of the Python script matches the results produced by the Pine Script on TradingView. - The Python script should be able to handle different data resolutions from 1hr to 1Day. Ideal Skills and Experience: - Prior experience in backtesting trading strategies in Python - Proficiency in Pine Script and familiarity with TradingView - Strong understanding of different data resolutions and how they impact backtesting - Ability to replicate the functionalit...

...implement the visual and interaction design. - Conduct thorough testing across different platforms to ensure functionality and responsiveness. - Maintain regular communication with the project team to ensure alignment and address any technical challenges. **Key Skills Required:** - Strong experience in game development with a portfolio of successful projects. - Proficiency in JavaScript, C#, Python, and frameworks like Unity or Phaser. - Demonstrable experience with both web and mobile game development. - Knowledge of API integration for real-time data processing. - Ability to work independently and manage time effectively. **Deliverables:** - A fully functional front-end application for web and mobile. - Documentation of the development process and code. - Regula...

I'm seeking a Python expert to assist me with a data analysis project. Specifically, I need to: - Analyze financial data: The project involves interpreting and analyzing financial statistics and metrics. Experience in financial analysis is preferred. - Present results via annotated code: The deliverable should be the Python code used for the analysis, with comments and annotations explaining each step. This will help me understand the process and replicate it in the future. The ideal freelancer for this project would be skilled in Python programming, have experience with financial data analysis, and a strong ability to communicate technical concepts in code.

...generate signal for OTC and currently peers 3. Perfect prediction rate 4. Robot is telegram base 5. Robot does not automatically place trade 6. robot only generate signal when user request it Martingale Strategy: - We require basic customization of the martingale strategy. Bot generate perfect signal for any of this Broker: 1. pocketoption 2. Olymptrade Skills and Experience: - Proficiency in Python/nodejs programming language. - Experience in creating Telegram Robots - Experience with creating binary signal trading robots. - Knowledge of pocket option, Olymptrade signals. - Familiarity with CURRENCY and OTC signals winning strategy. Please provide examples of similar projects you have worked on in your proposal. Here are examples of the telegram bot I want. You can che...

I'm in need of a Machine Learning professional who is well-versed in applying SHAP (SHapley Add...need of a Machine Learning professional who is well-versed in applying SHAP (SHapley Additive exPlanations). Primary Responsibilities: - As the heart of this project involves building Machine Learning models, your role would be crucial in shaping the final product. - I am particularly interested in leveraging the Random Forest Algorithm that would be applied to structured data, encompassing numbers and categories. Essential Skills: - Proficiency in the ML Algorithm - Sound understanding of structured data - Proven experience with SHAP Your expertise will indeed be paramount to this project. As we plunge deeper into the data, your insights and guidance will undeniably le...

...-Enable the AI assistant to suggest better content for specific sections of the page. -Provide a simple "replace" feature that allows users to easily use the suggested content to update sections on the crawled site. Technical Requirements 1. Backend -Build the system with a robust backend architecture that supports high scalability and performance. -Use a well-known programming language such as Python, Java, or Node.js for backend services. 2. Database -Use a scalable database solution, such as PostgreSQL or MongoDB, to store scraped data and user information. 3. Proxy and IP Rotation -Implement IP rotation and use proxy servers to prevent website blocking. 4. Security -Implement security measures to protect user data and prevent unauthorized access. -Ensure data tran...

I'm seeking a skilled Python developer to optimize an existing codebase used for data analysis. Key Requirements: - Improve the speed of the code: The primary goal of this project is to significantly enhance the algorithm efficiency, thus resulting in a noticeable speed improvement. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience working with Python and be able to recognize areas in the code that are causing performance bottlenecks. - Data Analysis Experience: Familiarity with data analysis practices would be beneficial as the code is part of this application. - Optimization: You should have a strong background in optimizing code for improved speed and efficiency. Additional Information: - The code is current...

...professional who can assist me in enhancing the script. Requirements: - The script should be able to validate the existence of email mailboxes without freezing when processing a large volume of emails. - Email verification must be accurate and reliable, and the script should be able to handle a large list of emails efficiently. Key points for the project include: - Implementing a more efficient algorithm to handle large email lists without freezing. - Ensuring that the script provides accurate validation of email mailbox existence. Ideal Skills: - Strong proficiency in Node.js and email verification techniques. - Experience in optimizing scripts to handle large datasets without performance issues. - Good understanding of efficient algorithms and their implementation in real-w...

I need historical stock prices and income statement data, deliver python script to collect this data for an arbitrary stock from google finance.

I've been working on a Python script that I'd like to make accessible online through a web interface. This would involve uploading the script to a suitable web server and setting up a simple user interface. Key Requirements: - Deploy my Python script onto a web server, optimization for best performance. - Implement a basic but intuitive UI for the script. - Ensure it can be accessed by anyone without requiring user authentication. Ideal freelancer for this project should have: - Strong experience in deploying Python scripts to web servers. - Proficient in creating user-friendly web interfaces. - Familiarity with various web servers, especially as I'm undecided on a specific one. If you have experience in deploying Python scripts online and can...

One of our clients needs a freelancer to conduct an academic-style search in the medical device register and create a search report as detailed in the following URL. The freelancer must be experienced in conducting medical literature database searches, compiling results, and writing an academic document following the Vancouver citation style. There's no word limit for the report. URL: Key Points: - The primary objective of this research is to identify and interpret trends in the utilization of diagnostic and therapeutic medical devices in healthcare practices worldwide. Ideal Candidate: - A background in medical research/healthcare analysis would be highly beneficial for this project. - Experience in academic research, especially in the field of medical devices

Hello, This is a $20 project. Looking for a freelancer to develop a python script to retrieve restaurant data from Google Maps using the Maps/Places API. The script should target restaurants that have a phone number and *do not* have a website. The inputs I need to enter are: - Location (latitude and longitude) - Search Radius (in meters) - Ensure the business/place is a restaurant, bakery, etc. Key Data to Retrieve, output in a .CSV: - Business Name - Address - Phone Number - Google Maps URL Thank you, trooper501

I'm in need of a skilled professional to help me create a data mining script. The task involves mining emails, data from a certain website and delivering the data in a raw text file format. Key Requirements: - Develop a data miner script that can effe...miner script that can effectively scrape email data from websites. - Ensure the script can handle multiple sources and is scalable for future needs. - Deliver the mined data in a raw text file format. Ideal Skills: - Proficiency in web scraping and data mining techniques. - Experience with developing scripts for text data mining. - Strong knowledge of scripting languages suitable for scraping like Python/BeautifulSoup, R, etc. Please provide samples of your previous similar projects or portfolio that demonstrate your abilit...

I'm looking for an Indian Python developer to create a script that can retrieve specific data from Telegram. Key Points: - The script should be able to fetch phone numbers and migration of users from Telegram. The ideal candidate should: - Have a strong background in Python development - Be familiar with working with API's - Have experience in web scraping - Have a good understanding of data privacy and security - Be able to deliver the project on a monthly basis. Looking forward to hearing from Python developers with relevant experience.

I need a professional C#, C or Python programmer with knowledge of MAC/IP

I have a YOLO v5 detection Python script, and I'm looking to turn it into an API-based web program with FastAPI. The API must support user inputs for 4 Twilio contact numbers and 4 RTSP addresses, and it should display the four video streams in a grid on a single page. Key requirements: - Convert the existing YOLO v5 detection Python script into a FastAPI-based web program. - Implement user input functionality for 4 Twilio contact numbers and 4 RTSP addresses. - Display the video streams in a grid layout on a single webpage. Ideal skills and experience: - Proficiency in Python and experience with YOLO v5 detection. - Strong knowledge of FastAPI for building web APIs. - Previous experience integrating Twilio for messaging. - Familiarity with displaying multiple v...

I have a database containing over 600 serial numbers. Email serial number has an associated email address. Instead of listing the same email address multiple times, I would like a script to place all serial numbers by one email address. This will enable me to email the customer once with ALL of their serial numbers in one email. Example: Hannah Walker appears in the database 5 times, the script should remove the four duplicates of Hannah Walker and put all 5 serial numbers by her name.

I'm seeking an expert in Python to help me with an Artificial Neural Network (ANN) implementation. Key Responsibilities: - Developing a comprehensive ANN tailored to our specifications. - Ensuring that the ANN is thoroughly trained. Ideal Skills and Experience: - Extensive experience with Python, particularly in the context of AI, neural networks, or machine learning. - Proven track record of successful ANN implementations. - Proficiency in the field of data science is highly advantageous. Please note that a strong grasp of neural networks and machine learning concepts is crucial for this project. Your ability to troubleshoot and debug effectively will be highly valued. Should you choose to bid, please provide examples of your previous work in this area.