I'm a Data Scientist and Machine Learning Engineer with dual M.Sc. degrees, specializing in building intelligent systems that solve real-world problems. My expertise spans across multiple domains of AI/ML, with a focus on practical applications and scalable solutions.
Core Focus Areas:
- 🤖 AI & Agent Systems Development
- 📝 Natural Language Processing
- 🖼️ Computer Vision
- 📊 Time-Series Forecasting
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Retrieval Augmented Knowledge Adviser A sophisticated business intelligence agent with database-first architecture, multi-LLM support, and comprehensive research capabilities. Tech: LangGraph · Supabase · FastAPI · LangSmith |
Automated Business Intelligence AI-powered research tool for comprehensive company and professional analysis with structured output validation. Tech: LangChain · Pydantic · Tavily · Multi-LLM |
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Intelligent Content Synthesis Iterative research workflow using Generate-Evaluate pattern for comprehensive topic summaries. Tech: LangGraph · Async Processing · Web Search |
Long-form Research Reports Advanced research automation using Plan-Distribute-Collect-Combine pattern for detailed reports. Tech: LangGraph · PDF Generation · Parallel Processing |
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Company Intelligence Platform (In Development) Comprehensive company analysis system integrating SEC EDGAR data with AI-powered synthesis. Tech: PostgreSQL · Vector DB · SEC API · RAG |
Shared AI Infrastructure Foundational library providing unified LLM interfaces and reusable graph components. Tech: Multi-provider LLM · Tavily · Async/Await |
⚡ Elite Craft - Supervised ProjectAI Agent Framework for Code Generation An intelligent agent that generates code by crawling documentation, building knowledge bases, and providing semantic search capabilities. Features async web crawling, document chunking with Docling, and vector-based retrieval. Tech: LangChain · Crawl4AI · Docling · Supabase · pgvector · Ollama Role: Project Supervisor - Overseeing architecture, code standards, and development practices |
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Exploration of various NLP techniques, models, and applications with practical implementations. |
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Advanced forecasting models for electricity demand prediction using classical and deep learning approaches. |
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Collection of computer vision projects exploring object detection, segmentation, and visual recognition tasks. |
- 🏢 Auto Company: Building a comprehensive company intelligence platform with SEC data integration
- 🤖 AI Agents: Exploring advanced agentic patterns with LangGraph and multi-agent systems
- ⚡ Elite Craft (Supervising): Overseeing development of an AI agent framework for code generation with documentation-driven knowledge bases
- 📊 Vector Databases: Implementing efficient RAG pipelines for enterprise applications
- 🔬 Evaluation Frameworks: Developing robust evaluation pipelines for AI systems
I'm always interested in collaborating on innovative AI/ML projects or discussing new ideas in the field. Feel free to reach out!
"Building intelligent systems that make a difference"