Machine Learning
Telecom Churn Prediction
Churn classifier deployed with Streamlit for “what‑if” analysis.
- Python
- scikit‑learn
- Pandas
- Streamlit
Yash Kumar Roy
Data Science Associate
Turning Data into Impactful Decisions — blending machine learning with thoughtful engineering.
- Python
- Numpy
- Machine Learning
- Generative AI
- scikit‑learn
- TensorFlow
- Pandas
- JavaScript
- React
Featured case studies
Deeper dives with problem, tech, challenges, and outcomes.
Predictive Analytics
Medical Cost Prediction
Regression for fairer premium estimates with explainability.
- Python
- scikit‑learn
- SHAP
- Streamlit
Deep Learning
Style Transfer (GAN)
Custom GAN for cross‑domain stylization with training notes.
- TensorFlow
- Keras
- Python
Project
Polished apps & tools I like to showcase.
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Blog / Insights
Short posts, learnings, and tutorials.
Resume
View a quick preview or download the full PDF.
Interactive Preview
Summary
- Data Science Associate & Developer
- Focus: ML, analytics, and modern web apps
- Stack: Python, JS/TS, React, Node, scikit‑learn, TensorFlow, Pandas
- Deploys: Streamlit, static web, serverless
Timeline
Education & work experience.
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Data Science Associate — Sequence Surface
July 2025 — Present
Building ML-driven analytics and decision support.
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M.S. Data Science & AI — Liverpool John Moores University
May 2024 — June 2026
Advanced topics in ML, AI systems, and research practice.
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E.P.G.P. Data Science & AI — IIIT Bangalore
May 2024 — May 2025
Post‑Graduate program focusing on applied DS & AI.
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Data Science Training
September 2023 — May 2024
Hands‑on ML, analytics, and deployment foundations.
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B.Tech, Computer Science & Engineering
August 2019 — July 2023
Core Computer Science, Java, MySql, and software engineering.
