Vikramjeet Singh Kundu

About Vikramjeet Singh Kundu

Turning Data into Impact | Product Lead | ML & Full-Stack Developer | Data Analyst | Cloud & Data Engineering EnthusiastHi, I’m Vikramjeet Singh Kundu, a tech-driven problem solver with a passion for machine learning, full-stack development, and scalable data solutions. With a background in software engineering and product leadership, I specialize in transforming complex data into actionable insights and building technology that makes a difference.What I Do Product Leadership & Development – As a Product Lead at Develop for Good, I drove the end-to-end development of tech-for-good solutions, including a volunteer meal delivery app and a pediatric rehabilitation platform. My focus is on scalability, automation and user-centered design to create impactful digital experiences. Machine Learning & NLP – I’ve built news classification models, customer churn prediction pipelines, and MLOps workflows, leveraging BERT, XGBoost and deep learning frameworks. My work blends data engineering, model optimization and real time AI applications. Cloud & Database Engineering – I’ve worked across AWS, GCP and Azure optimizing SQL and NoSQL databases (PostgreSQL, MongoDB, Neo4j) to handle large scale data efficiently. Whether it’s database optimization, cloud deployment or API integrations, I enjoy architecting scalable, high performance systems.Let’s Connect!Passionate about AI, product innovation and data driven decision-making? I’d love to collaborate! Let’s discuss how technology can drive impact at scale.Feel free to reach out!

Experience

1. Machine Learning Engineer

   Resilience, Inc

   Jun 2025 — Present

   Built and deployed classification and recommendation models to personalize educational games and SEL content.• Applied NLP methods including tokenization and embeddings to process lesson material.• Optimized model pipelines using supervised learning, clustering, and model evaluation techniques.• Researched and integrated deep learning frameworks to improve accuracy and scalability.• Actively contibuting to the launch of iRize on App Store and Google Play.

Education

• Banyan Tree Schools

  Higher Secondary School

  2003 — 2017

• University of Illinois Urbana-Champaign

  Master of Science - MS

  2023 — 2025

• Amity University

  Bachelor of Technology - B. Tech.

  2017 — 2021