Calibrating000
Ameya Mhatre

Ameya Mhatre, software engineer

I build software that measures things. Agent pipelines that value IPOs, a model that prices NBA contracts against the cap, a screener that sizes risk before a trade, and audits that hold web apps to NIST CSF and ISO 27001.

See the work Résumé, PDF

Software engineer in Mumbai and BengaluruB.Tech CS (Data Science), MIT Bengaluru, 2028

Work

3 instruments

The full archive, 80 parts

About

Most of what I build ends in a number someone has to trust. So the numbers come from code that can be tested, and the language model is only allowed to explain them.

Languages
Python, JavaScript, SQL, C++
Models and data
scikit-learn, pandas, NumPy, XGBoost, Regression, Statistics
Systems
LangChain, LangGraph, FastAPI, React, Node.js, AWS, Git
Security
NIST CSF, ISO 27001, Threat modelling, Security audits

Record

2024 to 2028

  • B.Tech, Computer Science (Data Science)

    Manipal Institute of Technology, Bengaluru

    Aug 2024 to May 2028 (expected)

    • CGPA 8.4 / 10
    • Data structures and algorithms, probability and statistics, OOP, discrete maths

  • Intern

    Mastek Ltd., Mumbai

    Jun to Aug 2025; Jun to Jul 2026

    • Evaluation pipeline for an AI incident-resolution system: embeddings and Azure AI Search hybrid retrieval on real support data.
    • Multi-node LLM agents in LangChain and LangGraph, including a production blog-writing agent (research, draft, edit).
    • Security assessment of a production web app against NIST CSF and ISO 27001.

  • Chair, IEEE Computational Intelligence Society

    MIT Bengaluru student chapter

    Aug 2025 to Aug 2026

    • Led a chapter of 15+ members; workshops on AI and security for 200+ attendees.
    • Budget, cross-team coordination and stakeholder communication.

| now, Oct 2026

Writing

All posts on Substack