Hello, It's Sapna
I'm a
I blend data, logic, and curiosity to build smart, useful things with Python and ML.
About Me
I’m a data science graduate with a solid foundation in machine learning, deep learning, and analytics. While I'm just starting out professionally, I’ve already worked on projects that apply these skills to real-world problems—from legal AI to healthcare and accident analysis. I enjoy turning messy data into clear insights and building solutions that actually make sense to people. I'm eager to contribute to teams where data isn’t just collected, but actually used to drive smart decisions.
Education
MSc in Data Science & Big Data Analytics
B.K. Birla College of Arts, Science & Commerce Kalyan
2023 – 2025
BSc inInformation Technology
S K Somaiya College of Science, Commerce & Arts
2020 – 2023
My Work
Verdict AI
Built a legal AI system combining TinyLLaMA, BART, FAISS, and IndicTrans2 for answering queries, summarizing documents, recommending cases, and translating legal texts.
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Eye Disease Detection
Trained a CNN to classify images into cataract, glaucoma, diabetic retinopathy, and normal; deployed with Flask; achieved 85% accuracy.
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Social Media Analytics Dashboard
Created a dashboard for engagement metrics like likes, shares, and views; helped guide audience-specific content strategies
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Road Accident Dashboard
Analyzed 300K+ accident records to identify patterns by vehicle, location, and light conditions; used slicers to support scenario based analysis
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Superstore Sales Dashboard
Built an interactive dashboard to visualize sales, profit, and orders by category and region, enabling KPI tracking and performance insights.
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Face Mask Detection System with Alarm
Used Haar Cascades and CNN for real-time mask detection with 96% accuracy; added sound alerts using mixer.sound for violations.
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