Bipin Aditya
@bipinaditya
I build machine learning systems and full-stack platforms that turn data into measurable outcomes.
IndiaWhat I'm looking for
I've built machine learning systems at Trans Neuron Technologies and Labmentix, including learner-performance prediction on 12,000+ records, recommendation logic, fraud monitoring, and dashboards. My work improved model relevance, reduced analysis time, and achieved up to 91% accuracy.
I also build end-to-end products, from a MERN task management system at ScriptBees to EduQuest CLEARS, an adaptive learning platform using FastAPI microservices, reinforcement learning, LLMs, and BKT.
Experience
Work history, roles, and key accomplishments
Data Science Intern
Labmentix Pvt. Ltd.
Jun 2025 - Dec 2025 (6 months)
Built 4 end-to-end ML projects (house-price prediction, churn, customer segmentation, fraud detection) using Python, SQL, Pandas, NumPy, Scikit-learn, XGBoost, Power BI/Tableau on 50K+ records. Ran EDA, encoding, PCA, and feature engineering, benchmarking 10+ models and achieving 91% accuracy, 88% F1, and 0.18 RMSE.
Software Engineer Intern
ScriptBees IT Pvt. Ltd.
Jun 2025 - Jul 2025 (1 month)
Built an end-to-end Task Management System using React.js, Node.js, Express.js, and MongoDB, developing 8+ REST API endpoints with CRUD, validation, and search/filtering. Collaborated with 3 developers via Git/GitHub, shipping 10+ features and cutting manual reporting effort by 20%.
Machine Learning Intern
Trans Neuron Technologies
Nov 2024 - Jan 2025 (2 months)
Built ML models for learner-performance and course-completion prediction on 12,000+ records, achieving 84% accuracy and 0.81 F1-score. Automated preprocessing and feature engineering, cutting analysis time by 35%.
Education
Degrees, certifications, and relevant coursework
SRM Institute of Science and Technology
B.Tech, Computer Science (Big Data Analytics)
2022 -
Grade: 9.34/10.0
Pursuing a B.Tech in Computer Science with a specialization in Big Data Analytics, maintaining a CGPA of 9.34/10.0.
Coursera
Generative AI with LLMs, Artificial Intelligence
Completed online courses in Generative AI with LLMs and Machine Learning from Stanford.
Udemy
The Data Science Course, Data Science
Completed online courses in data science and machine learning.
Udemy
Machine Learning A-Z, Machine Learning
Completed an online course in machine learning.
Fortinet
Fortinet Certified Associate in Cybersecurity, Cybersecurity
Earned the Fortinet Certified Associate in Cybersecurity certification.
NPTEL
NPTEL – NLP (IIT), Natural Language Processing
Completed NPTEL courses in Natural Language Processing and Programming in Java.
Coursera
Machine Learning (Stanford), Machine Learning
Completed an online course in Machine Learning from Stanford.
NPTEL
NPTEL – Programming in Java, Programming
Completed NPTEL course in Programming in Java.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Skills
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