Turn your company's documents into verifiable intelligence.
Source-grounded AI search, Q&A, and document extraction with zero hallucinations and complete data sovereignty.
What I can build.
- ✦RAG & Source-Grounded Document Q&A Systems
- ✦Automated Regulatory & Legal Compliance Audit Engines
- ✦Private Enterprise Knowledge Bases (Cloud & 100% Offline)
- ✦Contract Review & Clause Comparison Copilots
- ✦Multimodal Document & Scanned PDF OCR Pipelines
- ✦In-Meeting Real-Time Intelligence & Briefing Hubs
- ✦Automated Evaluation & Faithfulness Validation Suites
What you get.
- High-accuracy search pipeline combining semantic concepts and exact keyword matching
- Exact page numbers, clause IDs, and bounding-box coordinates for every answer
- Abstention gates so the system gracefully refuses when evidence is weak instead of hallucinating
- Complete data privacy with options for 100% offline local inference (Ollama / ChromaDB)
- Audit trail logs for regulatory and enterprise defensibility
From fast build to complete system.
You don't always need a massive enterprise build. We scope the software to match your exact timeline and stage.
Focused Working MVP
A private document search and Q&A engine on your PDF corpus in 1–2 weeks.
Production Infrastructure
Multi-agent audit orchestration + hybrid vector/BM25 retrieval + OCR preprocessing + deterministic verification gates + on-device vector search.
Keep your current tools. I'll build around them.
60-hour manual document reviews cut to 2-minute verified reports with complete traceability.
Relevant working systems.
Real implementations that demonstrate this capability in production.
AI Compliance Audit Engine
Automating legal compliance audits for the Indian DPDP Act 2023 using a high-fidelity multi-agent AI system.
A regulator-ready audit system providing verified compliance tracking and high-fidelity reporting for digital privacy laws.
Privacy-First Local RAG
An all-offline document intelligence system with OCR support and semantic retrieval for sensitive data sovereignty.
Zero cloud dependencies. 100% privacy compliance. Significant cost reduction by eliminating token-based pricing for high-volume internal document analysis.
MeetMe
Enterprise meeting intelligence with real-time transcription and local-first privacy-centric RAG.
Low-latency platform with proactive context injection. No compromise on enterprise data sovereignty.
GST Compliance Copilot
Failure-aware RAG system for Indian GST compliance where 'I don't know' is a first-class feature.
Regulator-ready engine prioritizing factual grounding. 100% faithfulness in validation suites.
Under the hood.
Architectural details and engineering decisions behind this system.
Hybrid Search (Dense + Sparse Fusion)
Pure vector search misses specific legal terms; hybrid search fuses pgvector cosine distance with BM25 keyword matching via Reciprocal Rank Fusion.
Bounding box coordinates ({x0, y0, x1, y1}) stored per chunk enable visual PDF highlighting in UI.
Deterministic abstention gates block responses when retriever agreement or confidence falls below threshold.
Have a use case for ai systems?
Tell me what you're trying to solve. I'll outline the architecture and build a working system quickly.