Senior Quant Engineer and architect of enterprise-grade trading automation systems including MagicTradeBot, ArbEdgeBot, WhaleTrackerBot, RedisMarketBridge, and FeatureMarketBridge. I specialize in designing ultra-low latency trading infrastructure, high-frequency execution systems, and scalable multi-tenant SaaS trading platforms across crypto, forex, futures, options, prediction markets, and DeFi. My core expertise is building custom trading systems from the ground up — including strategy engines, execution layers, exchange adapters, market data pipelines, risk systems, monitoring dashboards, copy trading infrastructure, and fully automated bots deployed in production environments. ━━━━━━━━━━━━━━━━━━ CORE SPECIALIZATIONS ━━━━━━━━━━━━━━━━━━ • High-Frequency Trading (HFT) • Market-Making Systems • Arbitrage Bots • MEV & Mempool Systems • Solana Sniper Bots • DEX/CEX Trading Infrastructure • Prediction Market Bots • Forex & MetaTrader Automation • Multi-Exchange Order Routing • TradingView Webhook Execution • Copy Trading Platforms • Funding Rate Farming Bots • Whale Tracking & On-Chain Monitoring • Quantitative Strategy Development • Distributed Multi-Tenant SaaS Platforms • Real-Time Market Data Systems • Risk Engines & Portfolio Automation ━━━━━━━━━━━━━━━━━━ LANGUAGES & STACK ━━━━━━━━━━━━━━━━━━ • Rust (low latency execution, HFT, async systems) • Go / Golang (concurrent routing & infrastructure) • Python (quant research, ML, data pipelines) • C++ • C# • MQL4 / MQL5 • Pine Script ━━━━━━━━━━━━━━━━━━ BROKERS, EXCHANGES & APIs ━━━━━━━━━━━━━━━━━━ • Interactive Brokers (IBKR) • Tradier • TD Ameritrade • MetaTrader 4/5 • cTrader • FIX API • ORATS • ThetaData • Polygon • TradingView • Binance • Bybit • OKX • Kraken • Hyperliquid • GMX • Polymarket • Kalshi • Jupiter • Raydium • Uniswap • Orca • PancakeSwap ━━━━━━━━━━━━━━━━━━ TECHNOLOGIES & TOOLS ━━━━━━━━━━━━━━━━━━ • Redis • Kafka • RabbitMQ • PostgreSQL • ClickHouse • TimescaleDB • WebSockets • REST APIs • FIX Protocol • Docker • Kubernetes • AWS / GCP • Linux Infrastructure • NATS • gRPC • Prometheus & Grafana • TensorFlow / PyTorch • Vectorized Backtesting • Event-Driven Architecture • Async Distributed Systems ━━━━━━━━━━━━━━━━━━ BOTS & SYSTEMS I BUILD ━━━━━━━━━━━━━━━━━━ ✔ Crypto Trading Bots ✔ Forex Expert Advisors (MT4/MT5) ✔ TradingView Alert Bots ✔ Market-Making Engines ✔ Arbitrage Systems ✔ Solana Trading Bots ✔ MEV Searchers ✔ Flash Loan Arbitrage Bots ✔ Copy Trading Platforms ✔ Prediction Market Bots ✔ Whale Tracking Infrastructure ✔ Liquidity Monitoring Systems ✔ Portfolio Rebalancing Engines ✔ Quant Dashboards ✔ SaaS Trading Platforms ━━━━━━━━━━━━━━━━━━ RECENT EXPERIENCE ━━━━━━━━━━━━━━━━━━ • Architected enterprise-grade crypto trading platform “MagicTradeBot” • Built low-latency arbitrage infrastructure with Rust • Developed distributed multi-tenant SaaS trading systems • Engineered whale tracking and copy trading infrastructure • Built prediction market execution bots • Developed Solana trading infrastructure • Created TradingView webhook execution engines • Designed Redis-based market bridge systems for ultra-fast data propagation • Built MetaTrader EAs and FIX-integrated forex systems • Implemented real-time risk management and monitoring layers I work with hedge funds, proprietary traders, crypto startups, and founders who need production-grade systems — not hobby scripts. Available for: • Full bot development • Strategy implementation • Infrastructure architecture • Performance optimization • Exchange integrations • SaaS trading platforms • Long-term engineering partnerships NDA-friendly. Private repositories. Enterprise-grade delivery.

I build backend systems and data products for finance-focused applications across crypto, blockchain, stocks, options and other derivatives. My work includes data pipelines, analytical tooling, automation, and AI-enabled workflows, much of it related to algorithmic trading and other data-heavy production systems.

Full-stack/blockchain developer with over 4 years of working experience. Tech Stack: •Python, Django, Django Rest Framework, Tornado, Pydantic, FastAPI, NLP •Selenium, Playwright, Web Scraping •C#, .NET, ASP.NET MVC •PostgreSQL, MongoDB, SQL Server, Firebase •JavaScript, Typescript, Node.js •REST API, GraphQL •HTML, CSS, Tailwind CSS •AWS, Docker, Heroku, Kubernetes, Redis •Pytest, Nock, Chai •Vue.js, React.js, Next.js •Solidity, Truffle, OpenZeppelin •Unity •NinjaTrader, PineScript, MetaTrader4

😱 𝗟𝗲𝘁’𝘀 𝗷𝘂𝗺𝗽 𝗼𝗻 𝗮 𝑭𝑹𝑬𝑬 𝑪𝑨𝑳𝑳 𝗮𝗻𝗱 𝗱𝗶𝘀𝗰𝘂𝘀𝘀! 😱😱😱😱😱😱😱😱 so you can see my approach before deciding. I build production-ready AI and trading automation systems for clients who need more than a simple script. I am an AI/ML engineer with a Master’s degree in Artificial Intelligence and hands-on experience building trading automation, prediction-market tools, real-time data pipelines, dashboards, and AI-powered analysis systems. I help traders, founders, and technical teams turn trading ideas into working software: from data collection and backtesting to live monitoring, bot execution, alerts, dashboards, and AI-based decision support. My work combines AI/ML engineering, real-time market-data infrastructure, trading bots, dashboards, and deployment. I can help you move from an idea or manual workflow to a working system that collects data, analyzes signals, executes logic, sends alerts, stores results, and runs reliably on a VPS or cloud server. Recent project areas include Kalshi and Polymarket prediction-market systems, Webull bot interfaces, real-time WebSocket feeds, Telegram/Discord trading controls, ClickHouse/Grafana dashboards, Docker deployments, and AI-powered market-analysis pipelines. My recent work includes building and improving systems for Kalshi, Polymarket, Webull, and crypto/prediction-market workflows, including real-time WebSocket data processing, order book monitoring, Telegram/Discord bot interfaces, market-data dashboards, database pipelines, and Docker-based deployment on VPS/cloud infrastructure. What I can help you build Trading bots and automation tools Kalshi, Polymarket, Webull, crypto, and broker/API integrations Real-time market-data pipelines WebSocket order book, ticker, trade, and price-feed processing Backtesting and strategy research tools Telegram/Discord trading bots and alert systems AI-powered market analysis and signal-generation workflows Dashboards for monitoring trades, PnL, token usage, prices, and system health Dockerized deployment, logging, debugging, and VPS/cloud setup Data storage using PostgreSQL, ClickHouse, and related tools AI/ML experience I also have strong experience in deep learning and applied AI, including: PyTorch, TensorFlow, Keras, scikit-learn LLM and AI-analysis pipelines generative models: Audio/music/speech AI systems Computer vision and object detection Data analysis, feature engineering, and model evaluation Python automation and production ML workflows Trading-system experience I have worked on systems involving: Kalshi prediction-market bots Polymarket data monitoring and dashboards Webull bot interfaces Real-time price feeds I focus on practical, production-oriented development: clean Python code, clear communication, reliable deployment, and systems that can be monitored, debugged, and improved over time. I can work on trading infrastructure involving real-time market data, WebSocket feeds, order books, execution workflows, monitoring dashboards, and low-latency automation. For more advanced trading architecture such as HFT-style systems, OMS/EMS design, and institutional execution workflows. If you have a trading idea, AI workflow, automation task, or market-data problem, I can help you turn it into a working system. # Technical stack Python, PyTorch, TensorFlow, scikit-learn, Pandas, NumPy, PostgreSQL, ClickHouse, Grafana, Docker, Linux VPS, WebSockets, REST APIs, Telegram bots, Discord bots, OpenAI API, trading APIs, and AI/ML pipelines. I work best with clients who want clear communication, fast iteration, and practical engineering. I can help with research prototypes, MVPs, production grade bots, dashboards, infrastructure, or debugging existing systems. # Keywords : Algorithmic Trading, Algo Trading, Quant Trading, Quant Developer, Trading Bot, Trading Automation, Trading Strategy, Strategy Development, Backtesting, Live Trading, Paper Trading, HFT, Low Latency, Market Making, Order Book, Level2 Data, Level3 Data, Tick Data, Market Data, Execution Engine, OMS, EMS, DMA, Smart Order Routing, Risk Management, Position Sizing, Portfolio Management, Portfolio Optimization, Signal Generation, Alpha Research, Statistical Arbitrage, Pairs Trading, Mean Reversion, Momentum Trading, Trend Following, Scalping, Arbitrage, Options Trading, Futures Trading, Forex Trading, Crypto Trading, Equities Trading, Prediction Markets, Kalshi, Polymarket, Webull, Interactive Brokers, IBKR, Alpaca, Binance, Coinbase, MetaTrader, MT4, MT5, MQL4, MQL5, TradingView, Pine Script, NinjaTrader, QuantConnect, Lean, NautilusTrader, cTrader, FIX API, Broker API, Exchange API, REST API, WebSocket, Trade Execution, Order Routing, Order Management, Fill Handling, Slippage, Latency Optimization, Market Microstructure, Volatility, Greeks, Delta Hedging, Options Spreads, Credit Spreads, Debit Spreads, Short Premium, Risk Controls, Stop Loss, Take Profit, Trailing Stop, PnL Tracking, Trade Alerts, Telegram Bot, Discord Bot,

I build production-grade algorithmic trading systems and scalable trading platforms for traders and fintech teams who care about capital protection, execution quality, and long-term stability. If your strategy looks good in backtests but struggles in live markets, the problem is usually risk management, execution logic, or system design not the strategy itself. My work focuses on turning ideas into robust, deployable trading systems that behave predictably under real market conditions. What I Do - Design and develop (fully automated & semi-automated) - Build algorithmic trading systems using Python and event-driven architectures - Implement risk management engines(max equity drawdown, daily loss limits, exposure control) - Perform strategy validation & optimization (backtesting, walk-forward analysis, Monte Carlo testing) - Create automated signal systems (alerts, dashboards, integrations) - Develop scalable web platforms for trading, analytics, and signal delivery Who I Work With - Prop-firm traders (FTMO / Topstep-style rules) - Professional traders automating discretionary strategies - Signal providers scaling to multiple users - Fintech startups building trading or analytics platforms MT5 / MT4 broker environments - Alpaca Markets - Interactive Brokers (IBKR) - IC Markets, Exness, Switch Markets - Indian brokers via API: Zerodha, Upstox, Angel One, Groww, Fyers - Other REST / WebSocket–based broker APIs Markets Covered - Forex markets - Crypto markets (centralized exchange APIs) - Indian markets (Equity, F&O, intraday & positional systems) - Other global markets supported via broker or exchange APIs Delivery Process - Strategy & risk review - System architecture and milestone planning - Development with internal testing - Client testing and refinements - Deployment and post-delivery support Technology Stack ⤵️ Trading & Market Integration - MetaTrader 5 (MQL5 Expert Advisors) - TradingView (Pine Script, webhook automation) - FIX protocol (client-side integrations) - REST & WebSocket market data feeds - Broker & prop-firm rule–aware execution logic Backend & Algorithmic Systems - Python (event-driven & async systems) - FastAPI, Django, Flask - Strategy engines & signal generators - Backtesting frameworks, walk-forward analysis - Monte Carlo & stress testing pipelines Risk & Execution - Drawdown & daily loss control engines - Position sizing & exposure management - Slippage, spread & volatility filters - Order lifecycle management - Fail-safe & kill-switch logic - Web & Platform Development - REST APIs & real-time WebSocket services - Trading dashboards & analytics panels - Admin panels & client portals - Authentication, role-based access control (RBAC) - Multi-tenant SaaS architecture Frontend - React.js, Next.js - Vue.js (when required) - Tailwind CSS - Responsive & mobile-friendly UIs Databases & Data Engineering - PostgreSQL - Redis (caching & queues) - TimescaleDB (time-series data) - InfluxDB / ClickHouse (high-frequency data) - Market data pipelines & normalization Cloud & DevOps - AWS (EC2, RDS, Lambda, S3) - Google Cloud Platform - Docker & containerized deployments - CI/CD pipelines - VPS & cloud-hosted trading systems Messaging & Integrations - Telegram bots & alert systems - Webhooks & third-party integrations - Payment gateways (Stripe, Razorpay) - Notification systems (email, push) Security & Reliability - JWT & OAuth-based authentication - Secrets & configuration management - Logging, monitoring & alerting - Error handling, retries & recovery logic Post-Delivery Support - Clean, documented code - Deployment assistance - Optional long-term maintenance & optimization - IP ownership transferred upon project completion Typical Engagements - Converting discretionary strategies systems - Building prop-firm–ready trading engines with strict risk rules - Launching signal platforms with dashboards and alerts - Upgrading unstable or overfitted trading bots · · ─ ·𖥸· ─ · · Algo Trading | Fintech | Web App | Custom Strategy | Application Developer · · ─ ·𖥸· ─ · ·

I’m a Full-Stack Developer and AWS Certified Cloud Specialist with 3+ years of experience building scalable, cloud-native trading systems, AI-powered agents, and financial platforms. I specialize in full-cycle development—from cloud infrastructure design to user onboarding and production launch. I’ve built 10+ full-stack applications using Lovable and Vibe Coding, two of which evolved into profitable startups with real users. 🧠 Algorithmic Trading & Financial Systems Expertise Designed & deployed infrastructures for algorithmic trading, live execution, portfolio management, and backtesting Built Pulsar, a trading platform capable of running 20,000+ backtests in parallel using Docker & AWS Trading & Broker APIs: Binance, KuCoin, Bybit, Bitget, OKX, Coinbase, Kraken, Alpaca, TD Ameritrade, Robinhood, Interactive Brokers, Tradier, E*TRADE, CCXT, CoinGecko, CoinMarketCap, Polygon.io, TradingView (Webhook/API) 🤖 AI Agent Development & Automation I create intelligent, production-ready agents using OpenAI, LangChain, and Google AI Agent Toolkit. Built agents for: Crypto Agent – live trading, market scanning, and portfolio rebalancing Crypto News Feed Agent – aggregates & summarizes real-time news into actionable signals Task Management Agent – automates reporting, deadlines, and reminders Sales Agent – lead qualification, customer insights, and follow-up automation Analyzer Agent – financial analysis, KPI monitoring, and custom workflows Parallel Workflow Orchestration – coordinating multiple agents for scalable operations Voice + LLM integrations: OpenAI GPT, Whisper, ElevenLabs, AWS Polly, AWS Transcribe 🧩 Full-Stack App Development – End-to-End Containerized microservices with Docker + AWS + CI/CD Built APIs, dashboards, reporting tools, and real-time data pipelines Integrated payments, strategy labs, and user onboarding flows Delivered 10+ apps with Lovable & Vibe Coding — 4 grew into revenue-generating startups 🛠️ Tech Stack Backend: Python, Flask, Django, FastAPI, Node.js, Ruby on Rails Frontend: React, Ember.js, TypeScript, JavaScript, HTML, CSS Databases: PostgreSQL, MongoDB, DynamoDB, MySQL, SQLite Cloud & Infra: AWS (Lambda, S3, EC2, IAM, etc.), Docker, Git, CI/CD, Heroku, Firebase, Supabase 🏆 Proven Upwork Track Record ✅ Top Rated | 💯 100% Job Success | 25+ Projects | 200+ Milestones Delivered 🎓 AWS Certifications AWS Certified Security – Specialty (SCS-C02) – 2024 AWS Certified Data Engineer – Associate (DEA-C01) – 2024 AWS Certified Solutions Architect – Associate (SAA-C03) – 2023 Key Strengths ✅ Algorithmic Trading (Crypto, Stock, Forex) ✅ AI Agent Development (Trading, Task, Sales, Analytics, Workflows) ✅ Financial API Integration ✅ End-to-End Product Development & Launch ✅ AWS Cloud & Serverless Architecture ✅ Real-time Analytics & Automation Systems 📬 Looking to turn your product idea into a high-performance, market-ready app or AI agent? Let’s make it happen.

1. MT4, MT5, MQL4, MQL5, MetaTrader, Expert Advisor (EA), Indicator, PineScript, TradingView, Forex, Futures, Stocks, Indices. 2. 24 years of exceptional programming. 3. 16 years MetaTrader specialist. 4. Electronics & Computer Engineer. 5. 15 years of 5-Star reviews on Upwork (Previously Elance+Odesk). 6. Quick turnaround and swift response. 7. Perfect automation of complex strategies.

14+ YEARS EXPERIENCE | 120+ PROJECTS | 15,000+ HOURS | Risk Free Trail I help startups and growing businesses build scalable web and mobile applications that are fast, reliable, and ready for real users, as well as established businesses across the US, Europe, Australia, and the Middle East. I’m a Full Stack Developer with 14+ years of experience delivering production-ready products across web, mobile, and cloud. I don’t just write code, I design stable, high-performing applications that turn complex ideas into seamless digital experiences users actually enjoy. Whether you need a complete product built from scratch or improvements to an existing system, I focus on delivering solutions that create real business value and long-term scalability. 🖥️ How I Can Help You: I work across the full development lifecycle, which means you do not need to manage multiple freelancers. I handle everything from initial planning and architecture to final deployment. Here’s what I typically deliver: ✅Full-stack web applications using React, Node.js, Laravel, Vue, and Angular ✅Cross-platform mobile apps using Flutter and React Native ✅Scalable cloud infrastructure on AWS, Google Cloud, and DigitalOcean ✅Secure backend APIs and robust database architecture ✅Payment integrations including Stripe, PayPal, and custom billing flows ✅Third-party integrations with CRM, ERP, and SaaS tools ✅AI-powered features like chatbots, assistants, and workflow automation 🖥️𝑾𝒉𝒚 𝑪𝒍𝒊𝒆𝒏𝒕𝒔 𝑯𝒊𝒓𝒆 𝑴𝒆: 👉15,000+ development hours delivered with proven project execution experience. 👉100% Job Success Rate reflecting consistent client satisfaction. 👉Clear communication, structured updates, and reliable delivery timelines. 👉Deep expertise in complex enterprise workflows and large-scale systems. 👉Clean, maintainable code that scales—no shortcuts, no fragile quick fixes. 🔳Top-Notch Expertise- I’ve worked extensively with: 🔹Frontend: React.js, Vue, Angular, HTML5, CSS3, JavaScript/TypeScript 🔹Backend: Node.js, Express.js, Laravel, Symfony, Python 🔹Mobile: Flutter, React Native (iOS & Android) 🔹Cloud: AWS, Google Cloud, DigitalOcean, Cloudflare 🔹Databases: MySQL, MongoDB, SQL Server, PostgreSQL 🔹API integrations (Stripe, PayPal, Twilio, TextMagic, Xero, DocuSign, Google Maps, Meta APIs, and more) 🔹API development (Laravel, Node/Express, Firebase, Python/Django, Go, REST, GraphQL) 🔹Payments Integrations: Stripe, Stripe Connect, PayPal, Subscriptions 🔹AI & Automation: GPT integrations, LangChain, RAG, n8n, Zapier, Make 🔳 Client Reviews: ⭐ “Exceptional delivery and attention to detail. He made complex requirements simple and usable.” ⭐ “Strong communication and deep expertise. Delivered exactly what we needed.” ⭐ “Reliable, skilled, and easy to work with. We’ll continue working with him.” 🤝 If you’d like a dependable developer who can architect, build, or modernize your platform, let’s connect. Send me a message, and I’ll be happy to review your requirements. I even offer a risk-free initial consultation. Full Stack Developer | MERN/MEAN/LAMP Stacks | Web App Development | Mobile App Development | API System Development | Custom Payment Integration | UI/UX Design | Cloud Infrastructure (AWS, Google Cloud) | Mobile App Development | Flutter Developer | React Native Developer | Cross-Platform Mobile App Development | Hybrid App Development | iOS & Android App Developer | Native App Development | Mobile App Developer | App Development for iOS & Android | Mobile Application Development | Play Store App Publishing | App Store Submission | E-commerce App Development | Health & Fitness App Development | Education App Development | IoT App Development | Maps & Navigation Apps | Video Streaming App Development | Chat & Messaging App Development | Productivity Apps | Social Media App Development | On-Demand Service App Development | Firebase Integration | Firestore Database | Firebase Realtime Database | API Integration | REST API Integration | GraphQL API Integration | Third-Party SDKs Integration | Google Maps API | Geolocation Services | Push Notifications (FCM, OneSignal) | Payment Gateway Integration | Chat System Integration | In-App Purchases | App Performance Optimization | Custom API Development | AI Integration | AI-powered Bots | Voice Bot | Custom GPT | AI Assistant | Chatbot Development | AI Solutions for Automation | Sales Automation | Appointment Scheduler | RAG (Retrieval-Augmented Generation) | LangChain Integration | Pinecone Integration | AI/ML Models | CustomBot | MVP Development | OpenAI Integration | AWS | Zoho CRM Integration | Zoho Creator | Full Stack Development | Node.js | Python | Java | Spring Boot | Database Management | Microservices | Cloud Services | Continuous Integration | Serverless Computing (AWS Lambda) | Docker & Kubernetes | DevOps Practices | n8n | Make | Zapier

AI Automation Engineer, Python Developer, and Trading Systems Specialist with 5+ years of experience building production-grade automation platforms, AI-powered workflows, algorithmic trading systems, and scalable backend solutions. Many automation projects work in demos but fail in production due to poor architecture, missing edge-case handling, and limited scalability. My focus is building systems that are reliable, maintainable, and capable of operating under real-world conditions. Over the years, I have delivered 400+ automation and software solutions across agencies, SaaS businesses, trading operations, lead generation systems, CRM workflows, and AI-powered applications. ───────────────────────────────────── 🔹 AI AUTOMATION & WORKFLOW ENGINEERING ───────────────────────────────────── • End-to-end business process automation using n8n, Make, Zapier, and custom Python services • CRM automation with GoHighLevel, HubSpot, Airtable, Notion, Salesforce, and custom systems • Lead capture, enrichment, qualification, routing, onboarding, and follow-up workflows • API integrations, webhooks, event-driven architectures, and data synchronization • Email, SMS, WhatsApp, Telegram, Slack, and voice automation systems • Production-grade workflows with monitoring, retry mechanisms, logging, and fault tolerance ───────────────────────────────────── 🔹 AI AGENTS & LLM APPLICATIONS ───────────────────────────────────── • OpenAI, Claude, Gemini, and custom LLM integrations • AI agents for operations, support, lead qualification, and business workflows • RAG systems using vector databases and semantic search • Document processing, intelligent extraction, classification, and summarization • LangChain-based agent orchestration and tool integration • AI-powered chatbots and decision-support systems ───────────────────────────────────── 🔹 ALGORITHMIC TRADING & TRADING AUTOMATION ───────────────────────────────────── • TradingView indicators and strategy development • Automated trading bots for futures, crypto, forex, and equities • Broker API integrations including Interactive Brokers, TopstepX, XTS, Binance, and other REST/WebSocket platforms • Real-time market data processing and execution engines • Scanner development, signal generation, risk management, and trade automation • Multi-symbol and multi-timeframe strategy implementation • Telegram and Discord signal delivery systems • Backtesting, performance tracking, and execution monitoring ───────────────────────────────────── 🔹 PYTHON BACKEND DEVELOPMENT ───────────────────────────────────── • FastAPI and Flask applications • REST APIs, WebSockets, and asynchronous services • Data pipelines, web scraping, and automation frameworks • PostgreSQL, MySQL, MongoDB, Redis, and vector databases • Dockerized deployments and cloud infrastructure • Secure, modular, and maintainable architectures ───────────────────────────────────── 🔹 TECHNOLOGIES ───────────────────────────────────── Python • FastAPI • Flask • n8n • Make • Zapier • GoHighLevel • OpenAI • Claude • Gemini • LangChain • Pinecone • FAISS • PostgreSQL • Redis • Docker • AWS • TradingView • Pine Script • Interactive Brokers • TopstepX • Binance • Twilio • VAPI AI ───────────────────────────────────── 🔹 HOW I WORK ───────────────────────────────────── • Architecture-first approach before development begins • Production-focused implementation with scalability in mind • Clear communication and transparent milestones • Thorough testing, documentation, and deployment support • Long-term maintainability rather than quick fixes If you're looking for a developer who can combine AI, automation, Python engineering, and trading technology into reliable production systems, I'd be glad to discuss your project.

I'm a data-driven professional with a background in Business Administration and a specialized focus in Artificial Intelligence, Data Analytics, and Financial Markets. Over the past few years, I've developed and tested trading systems that integrate market structure and Python-based back-testing. I also apply machine learning and NLP techniques to analyze market sentiment, forecast price movements, and automate crypto strategies. My experience spans across Python, Pandas, NumPy, scikit-learn, and NLP libraries like spaCy and Hugging Face Transformers. I'm currently building tools that combine real-time data analytics with automated execution for smarter decision-making in trading and investing. I'm passionate about merging AI with finance, whether in fintech, quant research, or building income-generating systems. I'm open to collaborations, consulting, or full-time roles where I can apply my skills to real-world problems.