Welcome to my portfolio! I’m glad you’re here, feel free to look around, explore my projects, and get a sense of what I’m passionate about. If something catches your interest or you’d like to connect, my other profiles are just below, I’d love to hear from you!
GitHub LinkedIn Medium Kaggle
I’ve recently finished my Master’s in Data Science and AI , and I love exploring how data can reveal hidden stories and solve real-world problems . I spend a lot of time tinkering with Python , R , SQL , Tableau, and cloud platforms , turning ideas into projects that actually do something meaningful.
Along the way, I started in Electronics and Communication Engineering , which gave me a foundation in problem-solving and sparked my curiosity for technology. That curiosity naturally led me to data, where I discovered a passion for uncovering insights that can make a difference ✨.
When I’m not immersed in data, you’ll often find me lost in a good book , journaling my thoughts , or writing essays to make sense of the world. Music from around the globe keeps me inspired, and I enjoy spending time in the garden or letting loose with a little dance just for fun. These moments outside tech fuel my creativity and often spark ideas I can bring back to my projects.
Curiosity, creativity, and a love for learning guide everything I do , both in work and in life 🌟.
Reinforcement learning project applying Proximal Policy Optimization (PPO) to optimize traffic light control. Includes visualizations of queue lengths, vehicle flow, and agent actions.
View on GitHubML analysis on Bank Marketing dataset to predict subscription to term deposits. Covers data preprocessing, visualizations, and model comparisons for actionable insights.
View on KagglePredictive modeling project analyzing healthcare insurance data to estimate medical charges. Regression models evaluate demographic and lifestyle factors impacting costs.
View on KaggleAssociation rule mining on transaction data to identify frequent itemsets and purchase patterns. Insights support marketing strategies such as product bundling and store layout optimization.
View on KaggleApplied clustering algorithms to high-dimensional gene expression data to uncover potential prognostic biomarkers in cancer. Compared K-Means, Hierarchical Clustering, and DBSCAN, with visualizations bridging computational results and biological interpretation.
Download ReportLiterature review exploring detection methods for fake online reviews. Compared content-based NLP and ML techniques with network-based graph methods, highlighting that hybrid approaches can improve accuracy.
Download ReviewDesigned a low-cost wearable massage band using air compression to relieve muscle and joint pain. Controlled via mobile app, powered by Arduino and rechargeable battery.
Download ReportAssistive device for visually impaired individuals. Uses Raspberry Pi, OCR, and text-to-speech synthesis to convert scanned text into audio output.
Download ReportTechnical seminar on RF lamps that operate without electrodes. Reviewed advances in semiconductor switching and RF plasma, with applications and real-world examples.
Download ReportFebruary 2025
Collaborated with doctors to analyse adverse drug effects using FAERS database, identifying key patterns in side effects across 10,000+ patient records. Comparative analysis of Tramal and Lyrica showed 20% higher dizziness with Tramal.
March 2022
Trained in troubleshooting, routing, IP addressing, and subnetting. Implemented optimized network architecture, improving user performance and reducing latency from 120ms to 90ms.
December 2024
Delivered exceptional customer service, increasing client satisfaction from 19% to 25%. Managed inventory and product displays for smooth operations.
January 2022
Coached 18 individuals in securing global volunteering opportunities. Coordinated team activities, workshops, and project planning.
Master of Science – Data Science & AI
University of Liverpool, UK
Graduating: July 2025
Relevant Courses: Machine Learning, Data Mining & Visualisation, Applied AI, Computational Intelligence.
Bachelor of Technology – Electronics & Communication Engineering
Jawaharlal Nehru Technological University, India
Graduated: September 2022
Microsoft Azure Fundamentals — Microsoft (April 2025)
Google Data Analytics Professional — Coursera (July 2023)
Advanced Microsoft Excel — Udemy (November 2023)
IBM Introduction to Data Science — edX (April 2021)
Medium, Writer – Publish articles on data analysis, AI, and technology.
Member, Competitive Programming Society – Algorithmic problem-solving and coding challenges.
Volunteer, Crosby Beach Cleanup – Environmental conservation efforts.
Delegate, Youth Speak Forum (AIESEC) – Discussions on Sustainable Development Goals.
Counsellor, Voice for Girls Campaign – Guidance on health, safety, and self-awareness.
Email me at samudralat77@gmail.com