Building production-grade AI systems — from RAG pipelines and agentic workflows to local LLM tooling. I work at the intersection of Generative AI, NLP, and MLOps, with a focus on shipping things that actually run.
- Day job: AI Engineer, building LLM-powered products in production
- Current interests: Agentic architectures, RAG with real retrieval quality (deduplication, ranking, citations), and local LLM setups with quantized models
- How I work: I prefer running things locally first — LM Studio, quantized Llama/Granite models — before scaling to cloud APIs
- Community: I write on Medium about things I wish were better documented, and I deploy experiments to Hugging Face Spaces
| Category | Tools |
|---|---|
| Languages |  |
| LLM Orchestration |    |
| Models & Embeddings |    |
| Backend & Data |    |
| Cloud & Infra |     |
| UI |  |
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Automated AI research briefing agent — monitors Google AI, DeepMind, OpenAI, Anthropic, arXiv and more, then delivers a curated daily digest to Telegram with follow-up Q&A over a 14-day rolling knowledge base. Stack: FastAPI · PostgreSQL + pgvector · LangChain LCEL · OpenRouter (Gemini, Claude) · APScheduler · Railway Highlights: dual-layer deduplication (SHA-256 + cosine similarity), tiered source ranking, RAG answers with citations, ~$8/month to run in production |
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HR-focused resume analysis tool that runs entirely on local LLMs — no API keys required. Extracts structured data from PDFs, flags missing sections, generates tailored interview questions, and visualizes resume content. Stack: FastAPI · Gradio · PyTorch · IBM Docling · LM Studio (quantized Llama 3.1/3.2, IBM Granite) Highlights: fully offline, 8-bit quantized model support, spell-check analysis, word cloud generation |
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Monorepo of production-grade experiments. PageSense: Chrome extension + FastAPI/Qdrant backend for semantic search over your browsing history. AgentForge: deployed agentic app with web search and image generation. Stack: FastAPI · Qdrant · Gradio · smolagents · LlamaIndex · JavaScript (extension) |
- Briefcast: How I Built a Personal AI Intelligence Agent That Reads the Entire AI Ecosystem — For ~$10/Month
- What's new with OpenAI's gpt-4o-mini
- Deciphering the power of Vision Language Models
- AgentForge: A simple AI Agent with Web Search and Image Generation
- ProGAN, StyleGAN, StyleGAN2: Exploring NVIDIA's breakthroughs
- Oracle Certified Generative AI Professional
- Google Cloud Professional Data Engineer
