AI Engineer & Data Scientist. I build applied AI end-to-end — from ambiguous problem to something actually running in production. Currently: LLM pipelines and hybrid retrieval at Neoware Technology Solutions.

v2026.09 — now

• 🔨 LLM pipelines and hybrid retrieval systems at Neoware.
• 🚢 The-Capsule — AI voice journal. You talk, it transcribes and finds the patterns in your life.
• 🚢 NutriVoice — voice-first nutrition. Say what you ate, get calories and macros back.
• 🔨 TRACKO — Android expense tracker that reads your bank SMS and categorizes spending. v1 complete: hardened parser (payee memory, income/expense detection) + full Compose UI with tests.

Earlier ships

• 🤖 Multi-agent financial reporting (CrewAI) — three specialized agents, 5× faster reports, 40% less manual validation.
• 🔍 Enterprise RAG engine (BM25 + vector + cross-encoder rerank) — >95% Q&A accuracy, MLflow-tracked, CI-gated eval.
• 👁️ Real-time defect detection (YOLOv8 + OpenCV) on live manufacturing streams.

AI / LLMs — OpenAI · Anthropic · Gemini · LangChain · LlamaIndex · CrewAI ML — PyTorch · scikit-learn · Hugging Face · OpenCV · YOLOv8 Data — Pinecone · FAISS · Neo4j · PostgreSQL Engineering — Python · TypeScript · React · FastAPI · Docker · MLflow · AWS Mobile — Kotlin · Jetpack Compose

MSc Data Science, Lancaster University · BE Electronics & Telecommunication. Co-author, paper on knowledge-graph-augmented retrieval.

• Email: reddysurya2016@gmail.com
• LinkedIn: reddysurya
• X: @SR1606_
• Portfolio: surya-r-16.github.io/portfolio