About
B.Tech student in Electrical Engineering at IIT Jodhpur with hands-on experience building machine learning projects and performance-oriented software systems. Focused on Python, C/C++, data analysis, and applied problem solving.
Education
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B.Tech (EE)Electrical Engineering · 2024 – 2028
Skills
Tools / apps / platforms
Projects
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C++ (Backend), Inverted Indexing
Engineered a distributed search engine with position-aware inverted indexing, BM25 ranking, Top-K selection, and Bloom filter optimization to improve retrieval efficiency.
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Python, Scikit-learn, XGBoost, LightGBM, Gradio
Built an ML pipeline for 16-class personality prediction using TF-IDF, class balancing, and multiple model families. Deployed an interactive Gradio web application with real-time inference and confidence visualization.
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Python, Scikit-learn, XGBoost, Pandas, Matplotlib
Engineered a leakage-proof ML classification pipeline predicting Formula 1 podium finishes across 12,600+ race records. Used temporal splitting, rolling momentum metrics, A/B tested baselines, GridSearchCV, and threshold tuning to improve performance.
Courses & certifications
- Linear Algebra and Differential Equations · Indian Institute of Technology Jodhpur
- Introduction to Computer Science · Indian Institute of Technology Jodhpur
- Data Structures and Algorithms · Indian Institute of Technology Jodhpur
- Probability Statistics and Stochastic Processes · Indian Institute of Technology Jodhpur
- Pattern Recognition and Machine Learning · Indian Institute of Technology Jodhpur