AIR Md. Aminul Islam RonyData Science · IIT Madras

Research Assistant, IIT Madras — under Prof. Arun Rajkumar

Md. Aminul Islam Rony
M.Tech in Data Science & AI, IIT Madras

I work on machine learning, rank aggregation and statistical learning — building systems that turn noisy, real-world data into reliable decisions and shipping them with proper MLOps discipline end to end.

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Portrait of Md. Aminul Islam Rony

2nd year M.Tech in Data Science and AI — IIT Madras (Jul 2025 – Present)

Machine Learning · Rank Aggregation · Statistical Learning

M.Tech CSE, IIT (ISM) Dhanbad — Aug 2024–May 2025

Python C / C++ Pandas / NumPy Scikit-learn PyTorch Ray Apache Spark MLflow Apache Airflow DVC Docker Prometheus / Grafana React.js Node.js / Express MongoDB / MySQL Firebase Git / GitHub

Featured Work

A glimpse at recent projects

End-to-end machine learning systems and full-stack applications, from data pipeline to deployment.

[1] MLOps

FinPredict — Intelligent Loan Approval System

XGBoost · FastAPI · MLflow · Airflow · DVC · Docker · Prometheus / Grafana / Alertmanager

An AI-powered loan approval prediction system trained on 52,000 records, built with a full MLOps pipeline versioned data, tracked experiments, orchestrated retraining and live monitoring.

GitHub Repository →
[2] MERN Stack

KIIT International Student Portal

React.js · Vite · Node.js · Express.js · MongoDB · Firebase Auth · OAuth/JWT

A full-stack platform streamlining visa renewal for international students at KIIT University — secure document exchange between students and the International Relations Office.

Live Site → GitHub →
See all projects →