Selected Works

A collection of production systems, AI platforms, and open-source projects exploring Generative AI, LLMs, and Automation.

Production Systems @ Motadata

Internal MCP/Agno Platform (OneLayer)

Multi-agent chat + solution implementation dashboard enabling querying across Motadata documentation and tickets. Features RAG-based embeddings, automated test case generation, and ticket resolution assistance. Used by Sales, Ops, and QA teams.

AgnoRAGMulti-AgentPGVectorInternal Platform

Hardware & BOQ Calculator

End-to-end system for Sales and Presales teams that replaced 2 days of manual work with 2 hours automated workflow. Full features: Auth, logs, documentation, data retention, access controls, and backup.

PythonAutomationEnterpriseFull-Stack

WhatsApp Ticket Automation

Integrated with Motadata ServiceOps, live for 6+ months serving ~200 customers. Handles 10-20 tickets/day with Meta APIs, n8n workflows, CRON triggers, and conditional routing.

n8nMeta APIsAutomationCustomer-Facing

Multi-Agent Blog Generation Pipeline

Automated content generation system used by Marketing and Sales teams. Publishes 2-3 external blogs weekly including technical blogs, competitor analysis, and feature articles.

Multi-AgentLLMsContent AutomationMarketing

Open Source & Personal Projects

ByteWrite

An AI-powered audio summarization application that converts varied audio inputs into concise, actionable text summaries using advanced LLM inference.

TypeScriptAI AudioLLMsFrontend

ServiceOps AI Copilot

Developed an NL2SQL and RAG-based chatbot for Motadata's ITSM portal, enabling natural language query execution and automated ticket resolution.

LLMsPythonRAGText2SQLPostgreSQL

Local LLM Inference Lab

R&D initiative to localize Mistral 7b models using GGUF quantization, Ollama, and Docker for secure, offline-capable inference pipelines.

Mistral 7BGGUFDockerOllamaLMStudio

GithubGen

A developer tool to generate beautiful, structured READMEs for GitHub profiles, streamlining the documentation process for open-source contributors.

JavaScriptOpen SourceDevTools

CS50 Ninja

An interactive browser-based game developed as a capstone for Harvard's CS50, demonstrating mastery of algorithmic logic and event-driven programming.

JavaScriptHTML5Game DevCS50