Adhrit
Verma

Builds multi-agent systems that do real work — contract review, accessibility remediation, schema retrieval for agents — and ran a regulated airline platform solo for two years.

Now broadcasting ✦ Multi-agent pipelines ✦ RAG that retrieves ✦ MCP servers ✦ Shipped · tested · measured ✦ Now broadcasting ✦ Multi-agent pipelines ✦ RAG that retrieves ✦ MCP servers ✦ Shipped · tested · measured ✦ Now broadcasting ✦ Multi-agent pipelines ✦ RAG that retrieves ✦ MCP servers ✦ Shipped · tested · measured ✦ Now broadcasting ✦ Multi-agent pipelines ✦ RAG that retrieves ✦ MCP servers ✦ Shipped · tested · measured ✦

I buildAI systemsthat doreal work.

Multi-agent pipelines. Retrieval that has to actually retrieve. MCP servers that let agents touch a real database safely — each one tested, measured, and honest about its limits.

On the record

3
Years in production
Since Sep 2023
3
Production AI systems
Contrast · ClauseGuard · TableFox
162
Tests across those pipelines
72 + 23 + 67, all passing
−29%
Agent token usage cut
TableFox vs. full-schema baseline

Enter file — Jimmy

// Recovered — research and reference builds

Recovered files

Every file on record The full record

Loadout

Six modules, 35 tools — chosen per problem, never per trend.

GENAI // AI / ML / GenAI ✦ Large Language Models ✦ LangChain ✦ LangGraph ✦ RAG ✦ Hybrid retrieval ✦ MCP ✦ AI agents ✦ Multi-agent orchestration ✦ Prompt engineering ✦ GENAI // AI / ML / GenAI ✦ Large Language Models ✦ LangChain ✦ LangGraph ✦ RAG ✦ Hybrid retrieval ✦ MCP ✦ AI agents ✦ Multi-agent orchestration ✦ Prompt engineering ✦

LANG // Languages ✦ Python ✦ JavaScript ✦ TypeScript ✦ SQL ✦ LANG // Languages ✦ Python ✦ JavaScript ✦ TypeScript ✦ SQL ✦ LANG // Languages ✦ Python ✦ JavaScript ✦ TypeScript ✦ SQL ✦ LANG // Languages ✦ Python ✦ JavaScript ✦ TypeScript ✦ SQL ✦ LANG // Languages ✦ Python ✦ JavaScript ✦ TypeScript ✦ SQL ✦ LANG // Languages ✦ Python ✦ JavaScript ✦ TypeScript ✦ SQL ✦

BACK // Backend ✦ FastAPI ✦ Node.js ✦ Express.js ✦ REST APIs ✦ RBAC ✦ BACK // Backend ✦ FastAPI ✦ Node.js ✦ Express.js ✦ REST APIs ✦ RBAC ✦ BACK // Backend ✦ FastAPI ✦ Node.js ✦ Express.js ✦ REST APIs ✦ RBAC ✦ BACK // Backend ✦ FastAPI ✦ Node.js ✦ Express.js ✦ REST APIs ✦ RBAC ✦ BACK // Backend ✦ FastAPI ✦ Node.js ✦ Express.js ✦ REST APIs ✦ RBAC ✦ BACK // Backend ✦ FastAPI ✦ Node.js ✦ Express.js ✦ REST APIs ✦ RBAC ✦

DATA // Data & Vector ✦ PostgreSQL ✦ MongoDB ✦ Redis ✦ SQLite ✦ Local embeddings (Ollama) ✦ Schema design ✦ Query optimization ✦ DATA // Data & Vector ✦ PostgreSQL ✦ MongoDB ✦ Redis ✦ SQLite ✦ Local embeddings (Ollama) ✦ Schema design ✦ Query optimization ✦ DATA // Data & Vector ✦ PostgreSQL ✦ MongoDB ✦ Redis ✦ SQLite ✦ Local embeddings (Ollama) ✦ Schema design ✦ Query optimization ✦ DATA // Data & Vector ✦ PostgreSQL ✦ MongoDB ✦ Redis ✦ SQLite ✦ Local embeddings (Ollama) ✦ Schema design ✦ Query optimization ✦

FRNT // Frontend ✦ React.js ✦ Next.js ✦ HTML5 ✦ CSS ✦ FRNT // Frontend ✦ React.js ✦ Next.js ✦ HTML5 ✦ CSS ✦ FRNT // Frontend ✦ React.js ✦ Next.js ✦ HTML5 ✦ CSS ✦ FRNT // Frontend ✦ React.js ✦ Next.js ✦ HTML5 ✦ CSS ✦ FRNT // Frontend ✦ React.js ✦ Next.js ✦ HTML5 ✦ CSS ✦ FRNT // Frontend ✦ React.js ✦ Next.js ✦ HTML5 ✦ CSS ✦

INFRA // Cloud & Delivery ✦ AWS Lambda ✦ S3 ✦ DynamoDB ✦ Docker ✦ GitLab CI/CD ✦ Git ✦ INFRA // Cloud & Delivery ✦ AWS Lambda ✦ S3 ✦ DynamoDB ✦ Docker ✦ GitLab CI/CD ✦ Git ✦ INFRA // Cloud & Delivery ✦ AWS Lambda ✦ S3 ✦ DynamoDB ✦ Docker ✦ GitLab CI/CD ✦ Git ✦ INFRA // Cloud & Delivery ✦ AWS Lambda ✦ S3 ✦ DynamoDB ✦ Docker ✦ GitLab CI/CD ✦ Git ✦

Open a channel

Agent pipelines, retrieval that has to actually retrieve, or a platform that has quietly become three platforms — send it over. Response time beats most CI pipelines.

Establish connection

Bengaluru, India · Open to remote