About
Computer Science undergraduate with strong foundations in Machine Learning, Deep Learning, Data Structures & Algorithms, DBMS, Operating Systems, and Computer Networks. Proficient in Python, TensorFlow, Scikit-learn, FastAPI, SQL, and Generative AI. Experienced in building AI-powered applications involving predictive modeling, Explainable AI (SHAP), NLP, data preprocessing, feature engineering, model training, model evaluation, hyperparameter tuning, and REST APIs. Passionate about developing intelligent systems and solving real-world problems using AI.
Education
Projects
Personalized Diabetes Management Platform
Built an AI-powered diabetes prediction system using TensorFlow, XGBoost, and Scikit-learn. Performed data preprocessing, feature engineering, model training, evaluation, and hyperparameter tuning. Implemented SHAP Explainable AI for transparency. Designed FastAPI REST APIs for prediction, authentication, and food image analysis. Integrated PostgreSQL for secure patient data management. Developed a Flutter frontend for real-time health monitoring.
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AI Wireless Network Monitor
Developed an AI-powered wireless network monitoring application for real-time packet analysis and protocol monitoring. Built an ML-based anomaly detection model using Scikit-learn for classification of abnormal network traffic. Applied data preprocessing, feature extraction, model training, and evaluation to improve anomaly detection accuracy. Designed FastAPI REST APIs with SQLite for efficient packet storage and retrieval. Built interactive dashboards using Recharts for real-time visualization of network activity.
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AI Mock Interview Web Application
Developed an AI-powered mock interview platform using Gemini API, Large Language Models (LLMs), and Prompt Engineering. Implemented Natural Language Processing (NLP) for intelligent response evaluation and personalized AI feedback. Built FastAPI REST APIs for interview generation, response analysis, and user management. Integrated PostgreSQL for secure interview history and analytics. Developed a responsive interface supporting multiple interview domains and AI-assisted learning.
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