Development of an Automated Analysis Tool for Meme and Microcap Tokens

€100-1000 EUR

Open

Posted about 11 hours ago

•

Ends in 6 days

€100-1000 EUR

Paid on delivery

Development of an Automated Token Analysis System Development of an Automated Analysis Tool for Meme and Microcap Tokens Hello We are planning to develop a comprehensive system for the early detection of meme and microcap tokens. The system should analyze trading and social media data to identify potential trends, assess security aspects, and minimize fraud risks (e.g., rug pulls). Key Requirements: 1. Data Sources & Processing Twitter Scraper Utilize the Twitter API to capture mentions of new tokens ($TOKEN_NAME, #TOKEN, etc.). Analyze tweet frequency, engagement (retweets, likes), and influencer participation (>30k followers). Perform sentiment analysis (positive/neutral/negative) to assess the overall sentiment. DexScreener Scraper Retrieve new token trading pairs via the DexScreener API. Collect data on volume, number of trades, and identify sponsored listings. Automatically filter based on trading activity (>100 trades/hour, >20 trades/5 min). Social Media Check ([login to view URL] API) Verify which influencers (≥30k followers) are discussing the token. Determine engagement rates (likes, comments, follower ratio). Aggregate a "Social Hype Score" based on mentions and reach. Security Check ([login to view URL] API) Automatically assess a token's security based on: Liquidity Burn (permanent liquidity lock). Minting & Pausability of the contract. Security Rating (excluding tokens below 85% score). 2. Data Processing & Scoring Store all data in a database (PostgreSQL, MongoDB, etc.). Compute an overall score that combines trading volume, social media hype, and security. Filter out high-risk tokens (<85% security rating or low overall score). 3. Dashboard & Notifications Visualization: Display analyzed tokens in a dashboard (e.g., using Streamlit, Dash, or React). Alerts: Send notifications via Telegram bot, Discord webhook, or email when relevant new tokens are identified. 4. Expansion Options (Optional) NLP Analysis: Advanced sentiment detection (bullish/bearish trends). Bot Detection: Filtering out fake accounts in Twitter data. Machine Learning: Identifying suspicious pump-and-dump patterns. Holder Analysis: Investigating whether a few wallets control the majority of a token. Cloud Scaling: Utilizing AWS/GCP, Docker, and CI/CD for stable operation. What We Are Looking For: An experienced development team or a solo full-stack developer with expertise in Python, API integration, databases, and potentially frontend technologies. Knowledge of web scraping, NLP, machine learning, or blockchain analysis is a plus. Next Steps: If you're interested, let's discuss an initial technical assessment and feasibility. We would appreciate a proposal with an estimation of implementation time, costs, and potential challenges. We are looking for developers with prior experience in these areas Core Competencies of the Developer for This Project A suitable programmer or development team should have the following technical skills and experience: 1. Backend Development & Data Processing Programming Languages: Python (preferred) or Node.js for API integrations and data processing. API Development & Integration: Experience with RESTful APIs (e.g., Twitter API, DexScreener API, [login to view URL] API, [login to view URL] API). Web Scraping: Knowledge of BeautifulSoup, Scrapy, or Selenium for HTML-based scraping (if API access is insufficient). Databases: Experience with relational (PostgreSQL, MySQL) and NoSQL databases (MongoDB) for storing token data and analytics. 2. Data Analysis & Evaluation Data Processing: Pandas, NumPy for efficient handling of large datasets. Scoring Models: Developing a rating system that combines trading activity, social media hype, and security metrics. NLP & Sentiment Analysis: Basic experience with NLP libraries (NLTK, spaCy, TextBlob) to detect positive/negative mentions in tweets. Machine Learning (Optional): TensorFlow, scikit-learn, or PyTorch for anomaly detection (e.g., pump-and-dump patterns). 3. Frontend Development & Visualization Dashboards & UI: Experience with Streamlit, Dash, or modern frontend frameworks (React, Vue.js) to visualize analyzed data. Data Visualization: Matplotlib, Plotly, or D3.js for charts, tables, and graphs. 4. Security & Blockchain Knowledge Smart Contract Analysis: Understanding Solidity and blockchain security risks (rug pulls, liquidity burn, minting functions). Blockchain APIs: Experience with [login to view URL] or [login to view URL] for querying on-chain data. 5. Scaling & Deployment Cloud Technologies: AWS, GCP, or Azure for hosting and data processing. Docker & CI/CD: Experience with Docker, Kubernetes, and Continuous Integration/Deployment for scalable architecture. Asynchronous Processing: Use of Celery, RabbitMQ, or Kafka for efficient handling of large data loads. Additional Soft Skills & Work Approach Structured Work Approach: Experience with agile methodologies (Scrum, Kanban). Documentation: Clear code documentation and API overviews. Teamwork: Ability to collaborate with other developers or analysts. Conclusion The ideal candidate should be a strong backend developer with skills in API integration and data analysis. Experience in data visualization and blockchain security is a significant advantage. If machine learning is used for fraud detection, ML knowledge would be beneficial but not strictly required. Best regards, Daniel

Backend Development

Data Mining

Python

Software Architecture

Web Scraping

Project ID: 39046979

About the project

23 proposals

Open for bidding

Remote project

Active 4 hours ago

Place your bid

Bid amount

€

EUR

Email address

Benefits of bidding on Freelancer

Set your budget and timeframe

Get paid for your work

Outline your proposal

It's free to sign up and bid on jobs

23 freelancers are bidding on average €735 EUR for this job

@AwaisChaudhry

Hello Daniel, I’m excited about the opportunity to develop an automated analysis tool for meme and microcap tokens! Your idea of analyzing trading and social media data sounds like a fun challenge. I have strong experience in Python and API integrations, so I can efficiently build a system that scrapes data from Twitter and DexScreener while performing sentiment analysis. We can also create a stylish dashboard to visualize the results and set up notifications to keep users in the loop. With my background in backend development and data processing, I'll ensure the tool processes information accurately and securely. I also have knowledge in database management and can set up storage in PostgreSQL or MongoDB. This project aligns perfectly with my skills! Could you clarify if you're looking for a fully functional tool or a prototype to start with? Thanks, Muhammad Awais

€1,000 EUR in 13 days

4.9

(118 reviews)

8.8

@umg536

Hi there Max O., I'm bidding on your project "Development of an Automated Analysis Tool for Meme and Microcap Tokens". Let's dive in and have a meeting I am expert in this area. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Regards, Usama ..

€1,000 EUR in 3 days

5.0

(43 reviews)

7.3

@ZohaibRoy

⭐⭐⭐⭐⭐ Efficient Automation Tool for Meme & Microcap Token Analysis ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project details and noticed your need for an automated system for meme and microcap token analysis. Look no further; Zohaib is here to assist you! My team has successfully completed 50+ similar projects focusing on token analysis. Let me explain how I'll tackle your project, the methods I’ll use, and the added value I'll provide within your budget. ➡️ Why Me? With 5 years of experience, I specialize in backend development, API integrations, data processing, and scoring models. I also have expertise in data visualization and blockchain analysis, making me the perfect fit for your project. ➡️ Let's have a quick chat to delve into your project details. I'll showcase samples of our previous work, demonstrating the effectiveness of our automation solutions. I look forward to discussing this with you in our chat. ➡️ Skills & Experience: ✅ Python Backend Development ✅ API Integration ✅ Data Processing & Analysis ✅ Data Visualization ✅ Blockchain Security Knowledge ✅ Web Scraping ✅ Machine Learning (Optional) ✅ Cloud Technologies ✅ Docker & CI/CD ✅ Agile Methodologies ✅ Documentation ✅ Team Collaboration Waiting for your response! Best Regards, Zohaib Waiting for your Response!undefined

€550 EUR in 2 days

4.9

(104 reviews)

7.4

@divumanocha

Hello, I am excited about the opportunity to work on this project with you. It’s a great match for my skills. Please feel free to check out my profile, and let’s discuss the details so we can move forward. I would love to show you what I can do and prove a valuable asset. I am ready to start right away and will give it my all to meet your expectations. With Regards! Divya

€1,000 EUR in 15 days

5.0

(17 reviews)

6.3

@mubeenm5026

Greetings! I'm Mubeen Khan, the COO of Web Exaltia, and I'm excited about your project. My primary working tools - Python, API integration, and web scraping - perfectly align with your project requirements. Our expertise in data analytics, scoring models, and backend development will enable us to build you a highly intelligent system that can quickly and accurately identify meme and microcap tokens. One of our key specialties is large-scale data processing and analysis. We have hands-on experience with tools like Pandas and NumPy for efficient handling of vast datasets - a crucial skill for your token analysis system. Furthermore, we can develop a robust rating system by leveraging our scoring model expertise, combining trading activity, social media hype, and security metrics-generated token evaluations. At the same time, we incorporate additional features such as Natural Language Processing (NLP) and Machine Learning for more advanced analysis- sensing bullish/bearish trends. Lastly, our understanding of front-end technologies (React Native/ Vanila JS) allows us to create innovative dashboards that are both visually compelling and intuitive for user ease.

€200 EUR in 3 days

5.0

(3 reviews)

5.2

@imranarshad87

Hi, Could you let me know if you have any preferred data sources or additional APIs you'd like integrated for token analysis? Additionally, are there specific scoring criteria or weightings you’d like us to prioritize when evaluating new tokens? I have 15+ years of experience in full-stack development, specializing in API integration, data analysis, and blockchain security. I can build a robust system to analyze meme and microcap tokens by integrating social media, trading, and security data. My approach ensures accurate scoring, real-time alerts, and fraud detection to minimize risks. Please kindly ignore the current bid amount; I’ll finalize pricing once you answer the question above. Feel free to let me know if you’d like to see relevant projects from my portfolio. Best Regards, Imran Arshad

€700 EUR in 7 days

5.0

(1 review)

4.5

@debkumarlab

As the founder of an Agile and Adaptable development team with a stronghold in Python and AI/ML, we could be your trusted companion in building this extensive token analysis system. Over the past decade, my team has been cultivating robust backend skills, utilizing RESTful APIs like those in use for Twitter, DexScreener and more - guaranteeing an efficient data retrieval process to provide structured usefulness from raw web content. Not to mention our prowess in databases both relational and NoSQL (PostgreSQL, MySQL and MongoDB) - a critical element for storing your token data and analytics. Data processing will undoubtedly play a vital role in your project. Our sophisticated understanding of tools like Pandas and NumPy will ensure optimal handling of large datasets while driving the scoring models that combine trading activity, social media impact, and security measures effortlessly. Taking it a notch further, we can leverage our AI/ML expertise from TensorFlow to scikit-learn or PyTorch to tailor a solution explicitly targeting anomalies in tweets such as sketchy pump-and-dump moves. You can be assured that we would never leave you high-and-dry post-development; rather, be ready for world-class maintenance support from us as well. I promise to make a difference for you! Best, Deb C

€1,000 EUR in 35 days

4.7

(4 reviews)

4.3

@elirc

With a passionate and dedicated approach to engineering innovative solutions, I am confident that I possess the necessary skills for developing your automated token analysis tool. As an experienced full-stack developer, I have a deep understanding of Python and API integration, which aligns perfectly with your project requirements. Additionally, my skills in database management (PostgreSQL and MongoDB) ensure that the data from Twitter Scraper, DexScreener Scraper, and other sources will be efficiently handled. Having a detail-oriented approach to development, I can implement comprehensive scoring models for the effective evaluation of token data and combine trading activity, social media sentiment, and security metrics. My experience in using NLP libraries such as NLTK or spaCy enables me to tackle basic sentiment analysis requirements while my training in TensorFlow or scikit-learn empowers me to handle Machine Learning needs, such as detecting pump-and-dump patterns. I also want to highlight the importance of code quality, user experience, and timely project delivery for me. Alongside this proposal, I will provide you with a thorough assessment of the project detailing potential challenges. Contact me if you're looking for someone who can turn intricate data analyses into user-friendly visualizations using React or create efficient mechanisms for notifications through Telegram, Discord or email. I can't wait to bring your vision into fruition!

€600 EUR in 7 days

5.0

(4 reviews)

4.1

@johncarlITSer

Hello, I’ve thoroughly reviewed your requirements for the Automated Token Analysis System, and I’m confident that I can effectively handle this project. I have over 8 years of experience in backend development, API integrations, and data processing, I have worked on similar projects involving web scraping, sentiment analysis, and blockchain data handling. I’m highly proficient in Python and have extensive experience integrating various APIs, including Twitter, DexScreener, and blockchain-related services. Additionally, I’m comfortable with data processing using tools like Pandas and NumPy, as well as developing scoring models to assess tokens based on trading, social media buzz, and security metrics. I have also built intuitive dashboards with tools like Streamlit and React to visualize complex data. My experience extends to cloud scaling using AWS and GCP, as well as ensuring smooth deployment with Docker and CI/CD pipelines. Let’s discuss the next steps and how I can help you achieve your goals. Anurag

€1,000 EUR in 7 days

5.0

(2 reviews)

4.1

@MohmedAbdelwahab

With a wealth of experience as a data scientist, software engineer, and technical team lead over the past decade, I’m confident in my ability to deliver a comprehensive solution for your project. I tick all your boxes: I’m well-versed in Python and Node.js, have integrated numerous APIs including those specified here like Twitter and multiple databases like MongoDB, and have an adept grasp on web scraping if API access falls short. My in-depth knowledge of Pandas, NumPy, NLP libraries like NLTK and experience with deep learning frameworks such as TensorFlow will be pivotal in developing robust scoring models to enrich your analytics data. Beyond just fulfilling technical requirements, however, I believe that successful projects emerge from effective collaboration. That's why I value proactive clients who like to be involved and work together as partners on the journey toward realization. In our case, this partnership would mean working closely with you at every stage - from strategic planning to timely delivering actionable insights and results through scalable architecture. In conclusion, for this critical project ensuring robust detection of meme and microcap tokens to safeguard users from fraud risks, I bring not only the technical expertise but also innate dedication to quality, performance, and attention-to-detail. Let’s join hands to create a tool that can make battling fraudulent tokens more efficient and offer users a more secure trading environmen

€550 EUR in 7 days

5.0

(7 reviews)

3.3

@ivans69

Hi, Max O. I am thrilled about the opportunity to collaborate on your project! With extensive experience in Backend Development, Software Architecture, Web Scraping, Data Mining and Python, I bring a professional skillset and a deep commitment to delivering exceptional results. I am constantly striving for growth, and this project presents an exciting opportunity not only to apply my expertise but also to push boundaries and deliver even greater value to your vision. What sets me apart is my dedication to every detail of a project and my passion for delivering value. I aim to exceed expectations and ensure your vision is realized. When you work with me, you're not just hiring a developer – you're gaining a reliable partner who will stand by you every step of the way. Please send a message to discuss more regarding this project. I’d be delighted to explore how I can contribute to your success. Thanks and Regards, Ivan

€610 EUR in 1 day

5.0

(2 reviews)

2.1

@varunaghara

Hello, With a wealth of experience in data processing and API integration using Python, I am well-equipped for the task of developing an Automated Analysis Tool for Meme and Microcap Tokens. My expertise lies in web scraping, RESTful APIs, and utilizing databases to store and analyze large datasets which will prove indispensable in scraping pertinent information from social media platforms like Twitter, DexScreener, TweetScout, and rugcheck.xyz. Moreover, my proficiency in data analysis using Pandas and scoring models is tailor-made for your requirement of computing an overall score for tokens based on trading volume, social media hype, and security metrics to filter high-risk tokens. Combined with my understanding of NLP and machine learning libraries like NLTK and TensorFlow respectively, I can additionally enhance the platform's capabilities by detecting bullish/bearish sentiments along with identifying suspicious patterns such as pump-and-dumps. Lastly, not only do I possess backend development skills needed to bring this project to fruition quickly, but I am also proficient with frontend technologies like React, Dash. This will enable me to create an aesthetically pleasing and user-friendly dashboard for visualizing analyzed tokens. Prompt communication and consistent updates are my forte; expect me to keep you informed about the app's progress each step of the way offering thorough insights into potential challenges and the d Thanks!

€100 EUR in 2 days