Hi, I’m BUGMAN 👋

AI Full-Stack Engineer • LLM Apps • RAG Systems • Scalable APIs • Modern Web

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What I build

• LLM-powered products: assistants, agents, tool-use workflows, evals, safety/guardrails
• RAG / Search: embeddings, hybrid retrieval, re-ranking, chunking strategies, observability
• Full-stack delivery: fast APIs, clean UI, auth/payments, deployments, monitoring
• Data & MLOps: training/inference pipelines, model serving, experiment tracking

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Tech stack (AI Full-Stack)

AI / ML

• Python, PyTorch, Transformers, LangChain/LlamaIndex
• Vector DBs: Pinecone / Weaviate / FAISS (pick what you use)
• Evaluation: prompt evals, regression tests, offline/online metrics

Backend

• FastAPI / Django, Node.js, REST/GraphQL
• Postgres, Redis, Kafka (optional)
• Auth: OAuth/JWT, RBAC

Frontend

• TypeScript, React / Next.js
• TailwindCSS, component systems, data viz

Infra / MLOps

• Docker, Kubernetes (optional), GitHub Actions
• AWS/GCP/Azure (choose), Terraform (optional)
• Observability: OpenTelemetry, Grafana/Prometheus (optional)

Contact

If you’re building LLM apps, RAG/search, or AI product UX, I’m happy to collaborate.