Work
How the systems work
14 builds, each walked through stage by stage with the numbers that came out of it. 4 are private work at Zinnov (Draup) and 5 are personal projects in private repos, both shown without code; the other 5 are public with source.
- 01DRI-MASA LangGraph multi-agent system that turns plain-English data requests into validated Trino SQL, with four human-in-the-loop interrupts and resumable state.< 1 minTurnaround, down from hours
- 02AkavizhiA single-user personal AI: a two-stage router hands each request to one of nine specialist agents, and every consequential action has to match what the owner actually said.9Specialist agents with scoped tools
- 03Jobs with JoeA job board for Indian freshers: twelve source adapters, explainable rule-based classification, and AI resume tools behind a fact guard that rejects anything the candidate did not write.12Job source adapters
- 04Company Synonym AgentEntity resolution for company names across 2.67M company and subsidiary records: semantic recall, lexical rescoring, rule boosts, and an LLM plus a person only for the hard cases.2.67MCompany and subsidiary records indexed
- 05Deal Origination Framework (DOF)A weekly business-signal pipeline for 537 enterprise accounts: collect from newsrooms and news, deduplicate syndicated copies, classify each event once, and rank the top two per vertical.537Enterprise accounts monitored weekly
- 06Skill Proficiency EngineTags every skill in a job description with one of five proficiency levels, backed by a quote from the JD, and answers 'not stated' instead of guessing.5Canonical proficiency levels
- 07Invoice-to-PO Decision WorkflowAn accounts-payable workflow where AI reads, code decides, and people own the exceptions: every invoice ends as approve, hold with one question, or reject, and every check cites its source record.0 / 600False approvals on adversarial variants
- 08AEONA governance layer for a team of AI agents: a git repository as shared memory, event-sourced state that changes only on independent verification, and a five-gate security CLI.5AI agents coordinated, plus the owner
- 09Finn AdvisorA single-user financial assistant over read-only brokerage data, where every number comes from code and the LLM only explains it.16Read-only brokerage tools, verified live
- 10FleetVoiceA WhatsApp agent for truck drivers that turns Tamil, Hindi, or English voice notes into trip updates, where the model proposes facts and plain code decides what happens.4Model paths plus a rules fallback
- 11ChunkLabA Streamlit lab for comparing chunking, retrieval, and reranking strategies side by side, scored with standard IR metrics on a built-in labelled set.11Chunking strategies
- 12SPR StudioA script-to-video pipeline that turns a beat script into lip-synced comic videos in my own cloned voice, with AI disclosure rendered into every frame.8Renders per script (4 formats × 2 styles)
- 13Instagram MCP ServerAn MCP server that gives Claude and ChatGPT 36 allow-listed Instagram actions through Composio, built to keep working when OAuth is unfinished or the upstream is down.36Allow-listed Instagram actions
- 14Outlook CLIAn npm CLI and stdio MCP server for Outlook mail and calendar over Microsoft Graph: one OAuth login, one tool registry shared by humans and agents.21MCP tools