Leveraging a deep understanding of full-stack development and advanced machine learning, I provide a suite of specialized services: • 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐢𝐜 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 & 𝐌𝐋 𝐁𝐨𝐭𝐬: Develop custom, fully automated trading bots for various asset classes (e.g., crypto, forex, stocks), including strategy implementation, backtesting, and live execution. • 𝐅𝐮𝐥𝐥𝐒𝐭𝐚𝐜𝐤 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞: Design and build the complete infrastructure for automated financial systems, from reliable backend APIs and robust databases to intuitive front-end monitoring dashboards. • 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐃𝐚𝐭𝐚 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬: Construct high-performance data pipelines for real-time market data ingestion, analysis, and signal generation, ensuring your bot acts on the freshest information. • 𝐑𝐢𝐬𝐤 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧: Embed advanced risk management features like stop-loss, take-profit, and dynamic position sizing directly into your automated systems. 𝐏𝐫𝐨𝐯𝐞𝐧 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞: 𝐓𝐡𝐞 𝐭𝐫𝐚𝐜𝐤 𝐫𝐞𝐜𝐨𝐫𝐝 In my 8+ years as a software developer, I have a track record of delivering tangible results. I have: • Successfully built and deployed an AI-driven cryptocurrency trading bot that generated a consistent 15% monthly return during a sustained period of market volatility. • Developed a custom-scraped odds engine and automated sports betting system for a client, enabling them to capitalize on over $50,000 in profitable arbitrage opportunities. • Architected and implemented the full-stack infrastructure for a prop trading firm, resulting in a 25% increase in execution speed and a 10% reduction in trading slippage. 𝐌𝐲 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡: 𝐓𝐡𝐞 𝐡𝐮𝐦𝐚𝐧 𝐞𝐥𝐞𝐦𝐞𝐧𝐭 While technology is my tool, my process is built on clear communication and a collaborative approach. I, 𝐀𝐫𝐭𝐲𝐨𝐦, work closely with you to understand your unique strategy and risk tolerance, ensuring the final product is not only technically sound but also perfectly aligned with your financial goals. I believe in delivering scalable, secure, and well-documented solutions that stand the test of time. 𝐂𝐚𝐥𝐥 𝐭𝐨 𝐀𝐜𝐭𝐢𝐨𝐧: 𝐓𝐡𝐞 𝐧𝐞𝐱𝐭 𝐬𝐭𝐞𝐩 Ready to turn your market strategy into a profitable, automated reality? Let's connect to discuss how my full-stack AI and algorithmic trading expertise can drive your success.

Personal Summary: Computer Analyst Professional, from the USA, living and working in Ecuador, South America; Internationally acclimated and available to relocate worldwide; Experience with many programming languages concentrating Python, MetaTrader 4/5, Perl, C, MySQL, Openresty, API Apache and the Linux OS with AI support and also with customized financial trading software systems and related languages; Mathematically oriented, licensed pilot, enjoy problem solving, healthy living, outdoors, scuba diving, construction projects and softball. Education: Franciscan University, Ohio, USA. Bachelor of Science, Computer Science, minor Mathematics. Computer Skills: Linux, Apache, MySQL, ooPerl, (LAMP), CGI, C; HTML/CSS Linux Administration and customization; VMWare (Linux hosting Windows); MetaTrader4, Exposure to numerous alternate languages, Java, Javascript, Linux shell scripting and much more. Work History: 1997 - present: Independent contractor, internet, web site hosting, data software design solutions & programming; Discussion forum software development; Forex backtesting, automated and manual trading systems, Linux, Apache, MySQL, Perl (LAMP), CGI, MT4, SVG; 1996 – 1997 Senior Programmer/Analyst: Sheridan Electronic Systems / Sheridan Press: Internet software design and development. Sun Unix, Perl 1990 - 1996 Technical Programmer/Analyst: American College Testing Program, Inc. Adaptive testing software development; Client Projects: American Society of Plant Biologists: Initial design, development, operation and ongoing maintenance of abstract collection/management system. Includes collection of abstracts with complete demographic data, editing, categorization, review systems, automatic emailing of submissions, coordination with paying customers, delivery of data for final book production, full technical support for end users. In-house development of itinerary software and customized search engine. (1997 - 2011) Linux, Perl, MySQL, Apache. Forex platform development: Creation of software platform for either/both backtesting or forward automated real-time trading of technical-based forex trading strategies, interfacing with MBTrading's MS Windows based Software Development Kit via vmware; Creation of customized software platform for manual trade practice with graphical charting (SVG/Perl) with real historic data and programming various technical indicators (Linux, ooPerl, MySQL, Scaled Vector Graphics, MT4 programming) Programming with TradeStation Easy Language. Web Hosting: Host numerous web sites complete with customize email spam processing, automated off-site backups, cron processes, customized firewall (IPTables) modification systems, postfix setup, automated email que management scanning, automated MySQL load monitoring and restart systems, customized system activity logs; Automated web page updates. Complete design and development of modular web news discussion forum. Includes registration of users, article and comment posting, multiple HTML templates or "skins", multiple membership levels, private mail, search system, installation program, numerous management configuration functions, IP blocking, "Subscription Ping lists", "Bozo" filter and much more. Linux, Perl, MySQL, Apache, shell scripting. Other interests and activities: Airplanes, outdoors, puzzles, softball (outfield), scuba diving, wood working, leisure board gaming (assisted with formal organization of private gaming club), music, bass guitar.

I help businesses turn AI ideas into working systems that support real operations - not just polished demos. I start with a quick discovery call to make sure we are aligned and to confirm the right scope before any work begins. That usually makes the process smoother for both sides. What I build • AI agents and LLM integrations using OpenAI, Claude, LangChain, and RAG pipelines • Workflow automation with n8n, Zapier, Makecom, and custom API bridges • Internal tools and no-code/low-code solutions that reduce manual work • Secure architectures for teams that need reliability in regulated or compliance-sensitive environments What I’ve Delivered • Reduced manual operational workload by 40–70% through AI automation • Built AI workflows processing 10,000+ tasks and requests per month • Cut response and processing times from hours to minutes using automated pipelines • Integrated AI systems with CRMs, internal dashboards, Slack, and third-party APIs • Delivered MVPs and internal AI tools in as little as 2–6 weeks • Helped teams scale workflows without expanding operational headcount How I Work • Async-friendly and easy to work with • Clear scoping before any code is written • I document what I build, so you own it after delivery • I flag scope creep early, not after billing it If you need someone who can connect AI, automation, and internal tools into one practical system, I can help from strategy and architecture through implementation.

Hello, I am a professional Python developer since 2018, before that I worked in full-stack development with Javascript/Typescript, Ruby or PHP programming languages, with Postgres and MySQL as DBMS. With Python I usually work in algorithmic trading-related tasks: research and backtesting, including application of Data Science techniques and tools; automatic trading, including retrieving price and other data, connecting to brokerages for sending orders, receiving and sending web-hooks, building dashboards with Streamlit, etc. Recently I also started developing full-stack applications on Next.js + Supabase utilising power of AI-assisted coding. I am proficient in integrating OpenAI, Claude, Groq, Deepseek AI APIs in new and existing systems. I have a lot of experience developing trading algorithms on QuantConnect for trading US stocks and futures, Binance via FreqTrade for trading crypto futures, as well as developing strategies and indicators on TradingView with Pine Script for research and ideas testing. Feel free to contact me if you need a reliable and available software engineer that always gets the job done.

I build quantitative research pipelines, automated trading systems, and ML-driven strategies for hedge funds, asset managers, and fintech firms. With 6+ years of experience in algorithmic trading, risk modeling, and AI/ML applied to finance, I turn complex financial data into working, deployed systems. Selected projects: 🏅Live Crypto Statistical Arbitrage System: Designed and deployed an automated trading strategy on Azure, operational since 2022. End-to-end system: real-time data ingestion, feature engineering, signal generation, and automated execution. 🏅 Patent-Based Alpha Research at Robeco: Led a quantitative research project at one of the Netherlands' largest asset managers. Built a large-scale dataset of global patent filings, engineered predictive features, and applied ML models to identify signals for future stock performance. 🏅 Corporate Bond Rating Prediction: Built ML models predicting bond rating transitions, improving credit risk assessment and investment strategy. 🎓 I hold a Master's in Quantitative Finance & Actuarial Science and am the founder of Vicuna, a company building ML-powered software for quantitative finance. Core expertise: Quantitative research, algorithmic trading, trading automation, backtesting, portfolio optimization, risk modeling, time series analysis, Python, deep learning, crypto exchange APIs (Binance, etc.), IBKR API, Trading API, strategy development, signal research.

My 10 years of experience will allow you to bring products to life quickly Tech stack: NodeJS, React, Express & MongoDB. Crypto: Solana & Ethereum I've built multiple bots such as: ✔️ Coaching Chatbot for Telegram. Embedded ChatGPT will give you advices if you feel stuck ✔️ Routine tracking bot for Telegram (MiniApp) ✔️ Solana trading bot which allows you to snipe contracts from signal groups ✔️ Solana trading bot which allows you to copy-trade any wallet ✔️ Ethereum-based NFT trading bot for Opensea which sends bids to NFTs and resells bought ones I'm not here just to write code. I want to make sure that my code helps you make money

Data Scientist, AI & Machine Learning Engineer | Algorithmic Trading Expert I am Ahmed Montasser, a seasoned AI engineer and quantitative researcher with over a decade of experience in algorithmic trading across traditional and crypto markets. With a master's degree in AI applied to trading, I specialise in designing and deploying high-frequency and systematic trading strategies. My expertise lies in leveraging machine learning, reinforcement learning, and quantitative finance to create innovative, data-driven trading solutions. Key Highlights: - Developed technical and fundamental trading strategies - Developed technical/fundamental trading strategies and AI-driven alpha-factor models and optimized risk-adjusted portfolios for diverse asset classes, including equities, cryptocurrencies, and Forex. - Expert in Python, Pinescript, and C++, with a strong focus on building ultra-low-latency execution pipelines and scalable data systems. - Architected comprehensive trading infrastructures with CI/CD, performance benchmarks, and robust risk controls. - Led a top-performing ML and quantitative trading team at a leading quant fund, known for clear communication and cross-functional collaboration. - Top-rated Plus freelancer on Upwork with over 40 successful projects, consistently delivering high-performance trading solutions. My passion is transforming complex trading concepts into live, high-performance systems that drive consistent, data-backed results. Let's connect to explore how I can contribute to your project's success.

𝗬𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗶𝘀 𝗯𝘂𝗿𝗻𝗶𝗻𝗴 50𝗞–𝟱𝟬𝟬𝗞/𝘆𝗲𝗮𝗿 𝗼𝗻 𝘄𝗼𝗿𝗸 𝗔𝗜 𝗰𝗮𝗻 𝗱𝗼 𝗯𝗲𝘁𝘁𝗲𝗿. 𝗜 𝗯𝘂𝗶𝗹𝗱 𝘁𝗵𝗲 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝗿𝗲𝗰𝗹𝗮𝗶𝗺 𝗶𝘁. 25+ production AI systems shipped across healthcare, life sciences, distribution, hospitality, construction, fintech, and enterprise SaaS. Not prototypes. Real systems running 24/7 with measurable ROI. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: 🧬 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐟𝐨𝐫 𝐋𝐢𝐟𝐞 𝐒𝐜𝐢𝐞𝐧𝐜𝐞𝐬 𝐑𝐞𝐠𝐮𝐥𝐚𝐭𝐨𝐫𝐲 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 Multi-agent platform automating IND/CTA submissions, clinical study reports, and safety narratives for biotech & pharma. Includes AI-powered document extraction, intelligent template generation, automated data propagation across regulatory modules, and human-in-the-loop validation. SOC 2 & GDPR compliant. Trusted by top-20 pharma companies. [Google ADK, LiteLLM, Agentic AI, AWS] 💰 𝐀𝐈 𝐅𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐟𝐨𝐫 𝐍𝐘 𝐈𝐧𝐯𝐞𝐬𝐭𝐦𝐞𝐧𝐭 𝐅𝐢𝐫𝐦 Built a Claude-powered pipeline that classifies 200+ page financial documents, extracts structured values into a governed database, and produces defensible outputs with an evaluation dataset ensuring accuracy across edge cases. [Claude, Document AI, Structured Extraction, Evals] 💍 𝐀𝐈 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐀𝐠𝐞𝐧𝐭 + 𝐑𝐞𝐯𝐞𝐫𝐬𝐞 𝐈𝐦𝐚𝐠𝐞 𝐒𝐞𝐚𝐫𝐜𝐡 𝐟𝐨𝐫 𝐉𝐞𝐰𝐞𝐥𝐫𝐲 𝐌𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐞𝐫 RAG-powered MS Teams assistant that captures institutional knowledge from emails, Zoho tickets, and legacy ERP (NAV 2009). Plus a custom computer vision search engine for jewelry B2B commerce with 0% dead-end searches. [Azure OpenAI, RAG, FastAPI, Computer Vision] 📦 𝐀𝐈 𝐎𝐫𝐝𝐞𝐫 𝐏𝐚𝐫𝐬𝐢𝐧𝐠 + 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐏𝐨𝐫𝐭𝐚𝐥 𝐟𝐨𝐫 𝐃𝐢𝐬𝐭𝐫𝐢𝐛𝐮𝐭𝐨𝐫 Automated PO parsing across 25,000+ SKUs. 30 min → under 1 min, 97% accuracy, 70% faster fulfillment. Plus a conversational AI portal (MCP-powered) for natural-language access to orders, invoices, inventory & support cases. [Vertex AI, Fine-tuned Gemini, Claude, MCP, NetSuite] 🍽 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 + 𝐖𝐡𝐚𝐭𝐬𝐀𝐩𝐩 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐑𝐞𝐬𝐭𝐚𝐮𝐫𝐚𝐧𝐭 𝐆𝐫𝐨𝐮𝐩 Voice + WhatsApp agent handling 95%+ of reservations and event inquiries across multi-venue hospitality group. £30K annual savings, zero dropped leads, GDPR-compliant. [Voice AI, WATI, Toast API, WooCommerce] 🏗 𝐀𝐈 𝐋𝐞𝐚𝐝 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 𝐀𝐠𝐞𝐧𝐭 𝐟𝐨𝐫 𝐂𝐨𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐢𝐨𝐧 LLM-powered agent scans local news and institutional sites for capital campaigns, grants & property purchases. 90%+ lead relevance, real-time MS Teams delivery, duplicate prevention, and update intelligence. [Python, LLM APIs, MS Teams API] 🩺 𝐀𝐈 𝐃𝐢𝐚𝐠𝐧𝐨𝐬𝐭𝐢𝐜 & 𝐕𝐨𝐢𝐜𝐞 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐟𝐨𝐫 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐋𝐚𝐛 Voice + chat + OCR healthcare assistant handling test discovery, symptom analysis, appointment booking, prescription parsing & report interpretation for one of Pakistan's largest diagnostic labs. [Pinecone, Gemini, Logfire] 💊 𝐀𝐈 𝐇𝟏𝐁 𝐕𝐢𝐬𝐚 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 Multi-tenant SaaS automating case management, OCR document extraction (>95% accuracy), LLM-powered petition drafting, and billing compliance for immigration law. [Django, AWS Textract, OpenAI, QuickBooks API] 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝 𝐰𝐢𝐭𝐡: ◆ 𝐀𝐈 & 𝐀𝐠𝐞𝐧𝐭𝐬: LangChain, LangGraph, LlamaIndex, Pydantic AI, Google ADK, OpenAI API, Claude, AWS Bedrock, MCP Servers, Multi-Agent Orchestration ◆ 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈: Retell AI, OpenAI Realtime API, ElevenLabs, Whisper, Custom Voice Agents ◆ 𝐑𝐀𝐆 & 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞: Pinecone, Weaviate, ChromaDB, Qdrant, PDF/OCR Parsing, ERP Integration (NetSuite, Oracle), OCR, Document extraction, PDF extraction. ◆ 𝐎𝐛𝐬𝐞𝐫𝐯𝐚𝐛𝐢𝐥𝐢𝐭𝐲: LangSmith, Logfire, Phoenix Arize, LLM Evaluation ◆ 𝐒𝐭𝐚𝐜𝐤: Python, FastAPI, React, Next.js, PostgreSQL, Docker, AWS/Azure/GCP ◆ 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬: HubSpot, Salesforce, NetSuite, Zapier, Make, Slack, Stripe ✅ 𝗚𝗼𝗼𝗱 𝗳𝗶𝘁 𝗶𝗳: - You have 5+ employees and a decision-maker in the room - Budget is $5K+ with a target of $10K+ in measurable savings within 90 days - Ready to start within 2 weeks ❌ 𝗡𝗼𝘁 𝗮 𝗳𝗶𝘁 𝗶𝗳: - Price is your #1 decision factor - You expect results in under 2 weeks - You don't value mutual respect & collaboration 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗿𝗲-𝗵𝗶𝗿𝗲 𝗺𝗲: → 𝐙𝐞𝐫𝐨 𝐬𝐮𝐫𝐩𝐫𝐢𝐬𝐞𝐬. Every milestone, deliverable, and cost locked in from day one. No scope creep. → 𝟗𝟑% 𝐨𝐧-𝐭𝐢𝐦𝐞, 𝐨𝐧-𝐛𝐮𝐝𝐠𝐞𝐭. I scope with precision and deliver exactly what I promise. → <𝟑𝟎 𝐦𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐞 𝐭𝐢𝐦𝐞. Every time. → 𝐄𝐧𝐝-𝐭𝐨-𝐞𝐧𝐝 𝐨𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩. Concept to production. 12 years.

I build 𝐏𝐲𝐭𝐡𝐨𝐧-𝐛𝐚𝐬𝐞𝐝 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬, 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐒𝐲𝐬𝐭𝐞𝐦𝐬, 𝐂𝐮𝐬𝐭𝐨𝐦 𝐂𝐑𝐌 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐚𝐧𝐝 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐑𝐞𝐚𝐝𝐲 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 that help businesses save time, reduce costs, and scale operations. 𝐊𝐞𝐲 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: 𝐑𝐀𝐆| 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐬𝐭 | 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 | 𝐂𝐥𝐚𝐮𝐝𝐞 𝐂𝐨𝐝𝐞 𝐄𝐱𝐩𝐞𝐫𝐭 | 𝐋𝐋𝐌 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 | 𝐀𝐈 𝐒𝐚𝐚𝐒 | 𝐌𝐕𝐏 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 | 𝐒𝐭𝐚𝐫𝐭𝐮𝐩 𝐌𝐕𝐏𝐬 | 𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 | 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 | 𝐧𝟖𝐧 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 | 𝐁𝐚𝐬𝐞𝟒𝟒 | 𝐎𝐩𝐞𝐧𝐂𝐥𝐚𝐰 | 𝐎𝐩𝐞𝐧𝐀𝐈 | 𝐂𝐥𝐚𝐮𝐝𝐞 𝐀𝐈 | 𝐂𝐨𝐝𝐞𝐱 | 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 | 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 | 𝐌𝐂𝐏 𝐒𝐞𝐫𝐯𝐞𝐫𝐬 Most companies don’t need “AI experiments.” They need working AI systems integrated into real workflows and that’s exactly what I deliver. I specialize in building intelligent 𝐀𝐈 𝐞𝐦𝐩𝐥𝐨𝐲𝐞𝐞𝐬, 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐀𝐈 𝐒𝐚𝐚𝐒 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐬, 𝐚𝐧𝐝 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐮𝐬𝐢𝐧𝐠 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐂𝐥𝐚𝐮𝐝𝐞.𝐚𝐢, 𝐂𝐥𝐚𝐮𝐝𝐞 𝐂𝐨𝐝𝐞 𝐂𝐋𝐈, 𝐂𝐨𝐝𝐞𝐱, 𝐎𝐩𝐞𝐧𝐂𝐥𝐚𝐰, 𝐆𝐏𝐓-𝟒𝐨, 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡 𝐚𝐧𝐝 𝐦𝐨𝐝𝐞𝐫𝐧 𝐋𝐋𝐌 frameworks. ──────────────────────────────────────────────────────────── ✅ 𝐖𝐡𝐚𝐭 𝐈 𝐂𝐚𝐧 𝐁𝐮𝐢𝐥𝐝 𝐅𝐨𝐫 𝐘𝐨𝐮 ✔ Custom CRM Systems (AI- Based, Sales, Support, Operations) ✔ AI Agents & Autonomous Workflows ✔ AI Chatbots & Business Assistants ✔ RAG Systems using company knowledge ✔ Outlook / Gmail AI Email Assistants ✔ AI Automation for operations & support ✔ Multi-Agent Systems (LangGraph) ✔ AI SaaS Applications (Idea → Deployment) ✔ API & CRM Automation 𝐌𝐲 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐜𝐚𝐧: - Understand emails, PDFs, and databases - Answer questions using internal company data - Automate repetitive business processes - Perform reasoning & decision workflows - Integrate with existing software tools - Work as AI employees for daily operations ⚡ 𝐂𝐨𝐫𝐞 𝐒𝐤𝐢𝐥𝐥𝐬 🤖 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 - AI workflow automation - Business process automation - Autonomous AI agents - Multi-agent orchestration - CRM & support automation - N8N, Zapier, Make integrations 🧠 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 - Claude Code & OpenAI Codex - GPT-4o, Claude, Gemini, LLaMA - Prompt Engineering - Function Calling & Tool Use - AI Copilots & Assistants - Long-context reasoning systems 📚 𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 (𝐂𝐨𝐦𝐩𝐚𝐧𝐲 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐀𝐈) - Document & PDF chat systems - Knowledge base AI assistants - Semantic search systems - Vector databases integration - Graph RAG pipelines - Enterprise AI search 🔄 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡 & 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 - LangGraph workflows - LangChain development - CrewAI & AutoGen agents - Memory-enabled agents - AI task orchestration 🗣️ 𝐕𝐨𝐢𝐜𝐞 & 𝐌𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐀𝐈 - Voice AI agents - Speech-to-Text & Text-to-Speech - AI call automation - OCR & document intelligence - Image + text AI workflows 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐈’𝐯𝐞 𝐖𝐨𝐫𝐤𝐞𝐝 𝐖𝐢𝐭𝐡 / 𝐂𝐚𝐧 𝐁𝐮𝐢𝐥𝐝 𝐅𝐨𝐫 Healthcare & Medical Real Estate Finance & FinTech E-commerce SaaS Platforms Customer Support Recruitment & HR Education & EdTech Logistics & Transportation Legal & Compliance Insurance Marketing & Lead Generation Travel & Hospitality Construction & Property Management Crypto & Web3 Coaching & Consulting Businesses 🛠 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 ------------------- 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 Python • FastAPI • Django • Flask 𝐀𝐈 𝐌𝐨𝐝𝐞𝐥𝐬 & 𝐀𝐏𝐈𝐬 Claude • OpenAI • Codex • GPT-4o • Gemini • LLaMA • Mistral 𝐀𝐈 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬 LangGraph • LangChain • CrewAI • AutoGen • OpenAI Assistants API • MCP 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 & 𝐑𝐀𝐆 PostgreSQL • MongoDB • Redis • Supabase Pinecone • Qdrant • Weaviate • ChromaDB 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐓𝐨𝐨𝐥𝐬 N8N • Zapier • Make • Airflow 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭 Docker • AWS • GCP • Azure • Vercel • Railway • Kubernetes ⭐ Why Clients Hire Me ✅ Build real production AI systems ✅ Strong Python + AI Engineering background ✅ Business automation mindset ✅ Clean & scalable architecture ✅ Fast communication & reliable delivery I focus on long-term AI solutions, not quick prototypes. 💬 Need an AI Agent, Automation System, or AI SaaS product? Let’s discuss your idea — I can help design, build, and deploy it. AI Automation Expert, Claude AI Developer, OpenAI Developer, GPT-4o Developer, AI Agent Developer, RAG Developer, LangGraph Expert, LangChain Developer, AI SaaS Developer, AI Chatbot Developer, Voice AI Developer, AI Workflow Automation, Business Process Automation, N8N Expert, Zapier Automation, FastAPI Developer, Python AI Engineer, AI Copilot Developer, Generative AI Engineer, MCP Developer, AI Consultant, Semantic Search, Graph RAG, AI Integration Expert, AI CRM Automation, AI Support Agent, AI Assistant Developer

I don't build fragile prompt wrappers. I engineer production-grade AI platforms, deterministic agent loops, and high-performance full-stack SaaS architectures designed to survive real-world data loads. I am an AWS Certified Generative AI Developer – Professional and Senior Systems Architect with over 6 years of experience shipping enterprise-grade applications. If your existing AI pipeline is hallucinating, your API handoffs are failing, or you need a complex multi-agent system built securely from scratch, I step in to design the architecture and execute immediately. Core Specializations & Technical Outcomes: - Autonomous Multi-Agent Architectures: I design resilient, state-controlled agentic workflows using LangGraph, CrewAI, and rigid Pydantic validation gates. I specialize in building autonomous agents capable of multi-step business orchestration, secure tool-calling, and CRM routing. - Advanced Production RAG: I engineer secure Retrieval-Augmented Generation engines over dense unstructured enterprise data, relational databases, and vector infrastructure (Pinecone, pgvector, AWS OpenSearch) with strict privacy boundaries. - Voice AI & Omnichannel Automation: Production experience deploying real-time conversational voice agents (Retell AI, Vapi) natively paired with asynchronous webhooks across Meta WhatsApp API, Twilio, and n8n/Make automation tracks. - Cloud-Native Full-Stack Engineering: Building high-concurrency, zero-latency backends (Python FastAPI, Flask, Node.js) and clean, responsive interfaces (Next.js, TypeScript, Tailwind CSS) deployed inside isolated Docker containers on AWS. The Production Stack: - AI & Orchestration: Model Context Protocol (MCP), LangGraph, LangChain, LlamaIndex, Claude 3.5 Sonnet, GPT-4o, AWS Bedrock - Backend & Databases: Python (FastAPI, Django), Node.js, PostgreSQL, MySQL, Redis, Supabase - Vector & Cloud: Pinecone, pgvector, AWS OpenSearch, Docker, ECS, Lambda, S3 - Frontend: Next.js, React, TypeScript, Tailwind CSS Client Feedback: "Strong technical expertise, reliable, and delivers high-quality work on time." "Very professional and easy to work with. Delivered exactly as expected." I work as a strategic technical partner, not a blind task-taker. I will actively audit your technical requirements, flag potential architectural bottlenecks before they manifest, and deliver clean, modular code that your engineering team can easily manage long-term. Send over an invite, and let's hop on a 10-minute technical sync to map out your system architecture.