MH.

Selected Work

Project Portfolio

A curated archive of my machine learning, data engineering, and analytics builds.

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All Projects

Goal-Conditioned Maze Navigation with Curriculum Learning

Reinforcement Learning

  • Python
  • MuJoCo
  • Gymnasium
  • PPO
  • Curriculum Learning

Multimodal Image Search Engine

Multimodal ML

  • Python
  • PyTorch
  • CLIP
  • FAISS
  • Streamlit

End-to-End Instacart Reorder Prediction System

ML Engineering

  • Python
  • Pandas / Scikit-learn
  • ETL Pipeline
  • ML Engineering

Jenkins as a Service (JaaS)

DevOps Platform Engineering

  • Jenkins
  • VMware
  • RBAC & Audit Logs
  • JFrog
  • CI/CD Governance

Bank Marketing Subscription Predictor

Machine Learning

  • Python
  • XGBoost
  • SHAP
  • SMOTE
  • Scikit-learn

Cloud-Based Real-Time Stock Data Pipeline

Data Engineering

  • AWS (EC2, S3, Glue, Athena)
  • Apache Kafka
  • Python
  • Streaming Architecture

Spotify Podcast Popularity Analysis

Data Analysis

  • Python
  • Pandas / NumPy
  • Scikit-learn
  • Seaborn / Matplotlib

Real-Time Flight Delay Prediction System

ML Engineering

  • Python
  • CatBoost
  • ML Pipeline
  • Streamlit