Machine Learning
Telecom Churn Prediction
Churn classifier deployed with Streamlit for “what‑if” analysis.
- Python
- scikit‑learn
- Pandas
- Streamlit
Yash Kumar Roy
|
Turning Data into Impactful Decisions — blending machine learning with thoughtful engineering.
- Python
- Numpy
- Machine Learning
- Generative AI
- scikit‑learn
- TensorFlow
- Pandas
- JavaScript
- React
Technical Skills
My technical toolbox & expertise.
Languages
- Python
- JavaScript (ES6+)
- SQL
- HTML5 & CSS3
Machine Learning
- TensorFlow
- scikit-learn
- Pandas & NumPy
- OpenCV
- Generative AI
Web & Tools
- React
- Streamlit
- Git & GitHub
- VS Code
- Jupyter
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
Projects
Polished apps & tools I like to showcase.
🍎
🐍
🎯
𝕏
📝
🤖
📈
🧠
Blog / Insights
Short posts, learnings, and tutorials.
Resume
View a quick preview or download the full PDF.
Interactive Preview
Summary
I am a Data Science Associate & Developer with a passion for bridging the gap between complex analytics and intuitive engineering. I specialize in building end-to-end data solutions — from training predictive models in Python to deploying them as polished, user-friendly web applications.
- Experience: 2+ years in ML, predictive modeling, and full-stack development.
- Core Stack: Python, Generative AI, Deep Learning, Data Science, and machine learning.
- Focus: Creating impact-driven tools that turn raw data into decisions.
- Deployment: Proficient in cloud deployment, serverless architectures, and CI/CD pipelines.
Timeline
Education & work experience.
-
Data Science Associate — Sequence Surface
July 2025 — Present
Building ML-driven analytics and decision support.
-
M.S. Data Science & AI — Liverpool John Moores University
May 2024 — June 2026
Advanced topics in ML, AI systems, and research practice.
-
E.P.G.P. Data Science & AI — IIIT Bangalore
May 2024 — May 2025
Post‑Graduate program focusing on applied DS & AI.
-
Data Science Training
September 2023 — May 2024
Hands‑on ML, analytics, and deployment foundations.
-
B.Tech, Computer Science & Engineering
August 2019 — July 2023
Core Computer Science, Java, MySql, and software engineering.
Get in Touch
Have a project in mind or just want to say hi? Send me a message.