Services

AI & LLM Systems

RAG pipelines, agentic workflows, Claude API integration, speech AI from desktop audio capture to speaker identity, document AI, and self-hosted or fine-tuned models on your own GPU infrastructure.

RAG pipelines, agentic workflows (LangChain/LangGraph), Claude API integration, speech AI (Whisper transcription, speaker diarization, native desktop system-audio capture on macOS and Windows, and speaker identity across Google Meet, Zoom and Teams), document AI and OCR, self-hosted and fine-tuned models (vLLM, LoRA/QLoRA on GPU infrastructure) and AI analytics.

Related work

AI & LLM Systems · Applications, Mobile & Backends

AI desk for a government minister's office

A phone and iPad assistant for a minister's Private Secretary that answers questions from government sources in Kannada or English, records meetings into minutes, triages email and turns it all into tasks the PS approves.

  • FastAPI
  • APScheduler
  • PostgreSQL
  • pgvector
  • Claude
  • Voyage embeddings
  • Sarvam
  • iCloud CalDAV
  • Gmail IMAP
  • Caddy
  • Docker

AI & LLM Systems · Solution Architecture

Domain-agnostic AI analytics platform

Five layers from ingestion to output, with domain adapters for healthcare, elections, FMCG and surveys, and forecasting and anomaly detection built in.

  • DuckDB
  • Superset

Healthcare AI · AI & LLM Systems · Solution Architecture

Healthcare revenue cycle automation

Seven automation areas across the revenue cycle, including ICD-CPT matching, document classification, OCR, insurance-portal automation and AI agents, delivered against a phased roadmap.

AI & LLM Systems · Solution Architecture

Multilingual Indian-language voice agent

Telephony AI architecture for South Indian languages and English at 40,000 calls a day, covering the SIP stack, Indic speech recognition and synthesis, the LLM, the cost model and DPDP and TRAI compliance.

  • SIP
  • Indic ASR
  • Indic TTS
  • LLM

AI & LLM Systems

GPU inference deployment kit

A deployment kit for vLLM on NVIDIA H200 GPUs, with LoRA and QLoRA fine-tuning and an OpenAI-compatible API.

  • vLLM
  • NVIDIA H200
  • LoRA
  • QLoRA

All services

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