Architecting useful intelligence.
AI/ML Engineer with 5 years of experience taking Generative AI and LLM-powered systems from idea to production. I focus on Agentic AI, RAG pipelines, real-time multimodal systems, and the scalable architectures that make them dependable in regulated environments.
Skills
Generative AI
OpenAI, Claude, Gemini, RAG, GraphRAG, Agentic AI, multi-agent systems, prompt engineering, LLM evaluation, multimodal AI, tool calling, structured outputs, MCP.
Knowledge & Data
Knowledge graphs, Neo4j, ArangoDB, Qdrant, vector databases, embeddings, vector search, reranking, document chunking, Redis.
Engineering
Python, SQL, FastAPI, Docker, LangChain, LangGraph, document intelligence, CI/CD, production monitoring.
Cloud & Governance
Azure AI, AWS, GCP, model deployment, AI security, data governance, multi-tenant application architecture.
Career
Senior Software Engineer — AI/ML (R&D), ValGenesis
Leading enterprise GenAI architecture for automated compliance documentation and production-ready AI platforms. Designed graph-based knowledge systems, a 6-stage RAG architecture, multi-tenant FastAPI services, and asynchronous real-time generation pipelines. Developed a Smart Anomaly Detector adopted by five life-sciences enterprise clients.
Machine Learning Engineer — SDE II, Seewise.ai
Built and deployed industrial computer-vision solutions, including a 9-camera galvanizing deployment, downtime monitoring, and vision security systems using OpenCV, PyTorch, Docker, and IoT-triggered alerts.
Projects
A+ Studio
Product-listing asset generator producing Amazon A+ imagery and marketing copy, with brand-asset matching and LLM transcreation across 11 EU languages.
InterVU
AI interview platform with Gemini Live, audio-video streaming, WebSockets, VAD, and multimodal evaluation feedback.
SVG-Mint
Natural-language-to-SVG system with semantic generation and validation for editable, reusable vector code.
OExpenso
Voice-first expense tracker turning speech into structured financial data with real-time extraction and categorization.