hi, I'm Mann.

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

Profile photo
Profile photo
Profile photo
Profile photo
Profile photo
G
Groove Innovations
Gen AI Intern
May 2026 — Aug 2026
  • Built an AI-powered WhatsApp template builder that lets non-technical users create Meta-compliant messaging schemas from plain natural language input, cutting template creation time from 15 minutes to under 2 minutes.
  • Built a self-correcting feedback loop where LLM outputs failing schema validation are automatically re-prompted, resolving 80% of structural errors/hallucinations without manual debugging.
  • Used Agentic AI coding assistants (Antigravity/Claude Code) with custom MCP servers to automate repetitive backend tasks and code review, speeding up development cycles
  • Designed a webhook-based ingestion pipeline that captures lead events in real time and automatically recalculates scores and bucket classification, removing the need for manual score updates.
O
Oxytal
Software Engineer Intern
Jun 2025 — Jul 2025
  • Engineered and deployed an AI-powered content generation microservice using FastAPI and OpenRouter APIs, automating article production workflows end-to-end.
  • Developed a multi-LLM benchmarking pipeline integrating Gemini, DeepSeek, and ChatGPT APIs to evaluate and compare response quality, latency, and consistency across models.
  • Performed cross-browser automated functional testing using Playwright, improving test reliability across 5+ browsers and device configurations.
Python
Java
HTML
CSS
JavaScript
TypeScript
Spring Boot
FastAPI
Redis
PostgreSQL
MySQL
Docker
Kafka
Git
GitHub
Postman
Tailwind CSS
Next.js
React
IntelliJ IDEA
VS Code
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
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
Read More Blogs
GitHub Contributions Grid Dark GitHub Contributions Grid Light