hi, I'm Mann.

Software Engineer building autonomous
AI agents, workflows & robust backends.

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Experience

Groove Innovations

Gen AI Intern

May 2026 — Aug 2026

Built an AI-powered WhatsApp template builder that enables non-technical users to create Meta-compliant messaging schemas, alongside a real-time webhook pipeline for automated lead scoring, classification, and LLM-based error correction.

Oxytal

Software Engineer Intern

Jun 2025 — Jul 2025

Integrated multiple LLMs into CRM workflows and built an AI-powered article generation platform using FastAPI, Python, OpenRouter, and React, while also developing automated cross-browser testing with Playwright and deploying the application on Vercel and Render.

Tech Stack

Major Projects

Chokho AI

A smart waste management and routing platform for citizens to report trash and optimize the cleaning routes for MCD vehicles.

Spring Boot FastAPI PostgreSQL YOLO Google Gemini Docker

Code Live

DrawMind

A conversational UML diagram generator for developers and students to make UML diagrams by just writing a single line in natural language. It also supports updates or changes in the diagram.

FastAPI PostgreSQL Google Gemini Pydantic REST APIs

Code Live

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Recent Writings

Pub/Sub vs Kafka

2026-06-21

How Chokho AI Solves the Waste Management & Routing Problem

2026-06-09