Agentic AI Engineer · MIT Bengaluru
Available for internships

Building systems
that think, decide
& act.

Pre-final year CSE student passionate about multi-agent AI systems. Currently an SDE & GenAI Intern at INDmoney, building KYC infrastructure and LLM pipelines in production. I build real products — not prototypes.

Bengaluru, IN · --:-- -- IST
··· people visited this site
0+
Projects shipped
7.98
CGPA @ MITB
Top 0
HackNite'25 & RILO
0
Hackathons entered

Projects

Notes & Writing

01
What I learned building a multi-agent system under a hackathon deadline
Mar 2025
AutoResolve was the first time I had agents actually talking to each other in production. Here's what surprised me.
Agentic AI
02
Reset Radar: tracking AI credits across ChatGPT, Claude, and Gemini
Jan 2025
I was juggling three AI platforms daily. Opening three tabs just to check remaining credits. There had to be a better way.
Browser Extension
03
Building FreeSeg: semantic segmentation with no pretrained weights
Feb 2025
The hackathon rules said no pretrained models. Most teams dropped out. Here's what we did in 36 hours.
ML / CV
04
From take-home assessment to real product: the heartbeat-cli story
Jan 2025
Livo AI's SWE assessment asked me to build a developer monitoring CLI. I shipped it, then kept going.
CLI · Product
05
Building Raaha: what happens when you make network signal a routing variable
Apr 2026
Every navigation app optimises for time or distance. Raaha asks a different question: what's the route that keeps you connected?
Navigation · ML

Now

Building
  • CVL KYC infrastructure revamp at INDmoney
  • NRI bank statement extraction pipeline (Gemma 4B)
  • Raaha — connectivity-aware routing platform
  • Agentic pen-testing tool (Nokia NBUC)
Reading
  • Designing Data-Intensive Applications — Kleppmann
  • Building LLM Apps — Simon Willison's blog
  • The Almanack of Naval Ravikant
  • Inner Engineering — Sadhguru
Learning
  • Production hardening for agentic systems
  • Memory integration in LLM pipelines
  • Distributed systems fundamentals
  • McKinsey Forward leadership modules

Last updated · July 2026 · Gurgaon / Bengaluru, IN

About & Skills

About me

Pre-final year B.Tech CSE at Manipal Institute of Technology, Bengaluru (CGPA 7.98). Currently an SDE & GenAI Intern at INDmoney, building KYC pipelines in production. Previously at PwC Acceleration Centers India and McKinsey Forward Program.

My target is Agentic AI Engineering — autonomous systems that plan, execute, and recover. I go from idea to deployed product, fast.

Top 10 · HackNite'25 & RILO 2025
CECAS-MITB Placement Committee
McKinsey Forward Program · 2026

Tech stack

Agentic
LangChainLangGraphAutoGenCrewAI
LLMs
GroqAnthropicHuggingFaceOllamaGemma
Backend
FastAPINode.jsPythonPostgreSQL
Frontend
ReactNext.js 14TypeScriptTailwind
ML / CV
PyTorchBERTscikit-learnMLflowGATPPO
Data
Power BISQLDatabricksPandasNumPyJupyter
Deploy
RailwayVercelDockerGitBitbucketNew RelicCubeAPM
AI Tools
Claude CodeCursorWindsurfTraeAntigravityGPT-4GitHub Copilot
LangChain LangGraph CrewAI Anthropic HuggingFace Ollama FastAPI Node.js Python MySQL NumPy Pandas Railway React scikit-learn Vercel Docker GitHub GitHub Copilot Windsurf Claude Code Databricks PyTorch Power BI Git Bitbucket Jupyter New Relic AutoGen CubeAPM Groq Cursor Gemma LangChain LangGraph CrewAI Anthropic HuggingFace Ollama FastAPI Node.js Python MySQL NumPy Pandas Railway React scikit-learn Vercel Docker GitHub GitHub Copilot Windsurf Claude Code Databricks PyTorch Power BI Git Bitbucket Jupyter New Relic AutoGen CubeAPM Groq Cursor Gemma
What people say
Experience & Education
May 2026 – Present
SDE & GenAI Intern
INDmoney · Gurgaon
Building production KYC infrastructure — architected an NRI bank statement extraction pipeline using MarkItDown + Gemma 4B. Improved extraction accuracy by 18–20% on bank statement and ITR document pipelines. Leading CVL KYC infrastructure revamp integrating updated CVL APIs. Improved OCR pipeline accuracy by 8% via image preprocessing.
Mar 2026 – May 2026
McKinsey Forward Program
McKinsey & Company · Global Leadership Program
Selected for McKinsey's competitive global program for next-generation professionals. Focus areas: problem-solving frameworks, leadership under ambiguity, and structured communication.
Jan 2025 – Present
Data Analytics & AI Apprentice
PwC Acceleration Centers India · Launchpad Program · Bengaluru
Building AI-augmented analytics solutions across enterprise data pipelines, LLM integrations, and agentic workflow design.
2023 – 2027
B.Tech · Computer Science & Engineering
Manipal Institute of Technology, Bengaluru · CGPA 7.98
Core focus: AI/ML, multi-agent systems, distributed computing. Led CECAS-MITB placement outreach. Active in M.R.I.G.
Hackathons
🎵
Listening now
Blinding Lights
The Weeknd · After Hours
Open to work
Looking for my next opportunity
  • Agentic AI Engineering roles
  • ML Engineering internships
  • AI-heavy full-stack positions
  • Hackathon collaborations
Book a call →

Let's work
together.

Actively looking for internship and early-career roles in Agentic AI Engineering. Open to full-time after graduation in 2027.

ashutoshbansal.206@gmail.com
Copied to clipboard
or schedule a call Book a 30 min call →
>_ ask me anything
ashutosh@portfolio ~ bash
ashutosh@portfolio ~ $