Mahesh RakteAI Engineer · FDE · Product Builder
AI Engineer • Forward Deployed Engineer • Founder
Building AI-native systems for communities, coordination, memory, and real-world intelligence.
From building student systems to engineering AI-powered ecosystems.
Origins
Started with Python, HTML, CSS. Built real-time chat systems and AI attendance platforms.
Expansion
Developed ML housing prediction platforms and moved into intelligent assistants.
Now
Building full-scale AI ecosystems — agents, realtime maps, memory, and automation.
AI-native ventures shipped from zero.
Each project is an end-to-end system — realtime, intelligent, and built for real-world coordination.
What I build for others.
From AI-native MVPs to client builds and cloud infra — shipping production-grade products.
AI MVP Development
End-to-end AI-native MVPs — from idea to deployed product.
- Realtime + AI architecture
- Auth, storage, payments
- Production deployment
Product Design & Strategy
UX, flows, and architecture for AI-first products.
- Founder-grade interfaces
- Information architecture
- Design system tokens
AI Cloud & Hosting
AWS, Vercel, Supabase, Cloudflare — production-ready deployments.
- AWS hosting & infra
- Edge function pipelines
- AI tool integration
Client Builds
Custom websites and platforms shipped for organizations.
- BSCOER Alumni platform
- College & community sites
- Custom domains + SEO
BSCOER Alumni Platform
bscoer.vercel.app — alumni directory & community for the college.
More things I'm building.
Smaller experiments, builder tools, and shipped client work.
Distributed AI Node Agent
Decentralized LLM inference cluster pooling consumer GPU VRAM across LAN nodes for 70B+ models — Go node agent, FastAPI controller over gRPC, OpenAI-compatible API with SSE streaming.
Build Buddy
A builder companion app to plan, structure, and accelerate hackathon and side-project execution.
BSCOER Alumni
Alumni connection platform built for BSCOER college — directory, events, and networking.
An evolution in motion.
From first Python scripts to multi-agent AI ecosystems — every chapter compounding into the next.
Foundations
- Started building full stack applications
- Developed chat apps with Flask + Socket.IO
- Built realtime systems and authentication platforms
- Created smart attendance system with AI concepts
Systems Thinking
- Built Library Management System
- Implemented reservation ticket systems
- Worked with MongoDB + SQL hybrid architectures
- Started exploring computer vision
- Data Science Intern @ Unified Mentor — Python pipelines on 100K+ records, Tableau dashboards
AI Domain
- Entered AI and data science
- Built ML housing prediction systems
- Started building AI assistants
- Expanded into realtime infrastructure & automation
Ecosystems
- Built advanced multi-role platforms
- Developed agriculture ecosystem projects
- Created AI-powered workflow systems
- Explored geospatial systems and realtime maps
- Co-founded OG Tech Minds — 200+ member tech community, workshops for 150+ students
AI-Native Ventures
- Building AI memory systems
- Developing realtime geospatial ecosystems
- Creating multi-agent coordination platforms
- Hackathons + founder-style product building
- Distributed LLM inference cluster in Go + gRPC (70B+ models across LAN GPUs)
- Forward Deployed Engineering — shipping AI systems directly with users
Hackathons won and finalled.
National-level wins and finalist runs across India's top AI hackathon circuits.
GDG Build & Grow AI Hackathon 2.0
Google Developer Groups · National
National winner — AI product track.
Meta PyTorch OpenEnv Hackathon
Meta × Scaler School of Technology, Bangalore
Finalist — AI agents & open environments.
India Innovates Delhi
Ministry of Delhi · National
National level finalist — India Innovates Delhi.
No photos yet
Upload in Studio →Shipped systems, real outcomes.
A snapshot of products, platforms, and infrastructure built end-to-end.
Built multiple full-stack AI products from scratch
Developed realtime systems with Supabase & Socket.IO
Created AI + Vision powered applications
Built offline-first PWA systems
Developed Chrome extensions integrated with AI
Worked on geospatial and realtime GPS platforms
Hackathon builds
Multi-role scalable systems
Sessions, workshops, hackathons.
Snapshots from events I've attended and built at.
No photos yet.
Add photos in Studio →The engineering surface behind the ventures.
An end-to-end stack tuned for AI, realtime systems, and geospatial intelligence.
Let's build something real.
Collaborations, ventures, or AI-native experiments — open to all of it.
Building systems where AI meets real-world coordination.