Outlier Detection in Medicare Inpatient Charges
Detecting anomalies in Medicare inpatient hospital charges using PCA and KNN to identify potential fraudulent billing patterns and unusual financial transactions.
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Reinforcement Learning: Connect-X
Developed a reinforcement learning agent to strategically play ConnectX, optimizing moves using Deep Q-Networks (DQN) and Monte Carlo Tree Search (MCTS) to compete in a dynamic multi-agent environment.
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Crowd Density Estimation Using RSSI Values
Non-intrusive crowd monitoring using Wi-Fi RSSI signals and ML models.
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Lip-Read Detection
A deep learning-based model that accurately predicts spoken sentences from silent video sequences, enabling speech recognition without audio for accessibility and security applications.
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Breast Cancer Prediction
Evaluated five ML classifiers to enhance early breast cancer detection.
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Dog Hip Analysis using Dreambooth
Developed an AI-driven approach using DreamBooth and Stable Diffusion to generate synthetic canine hip radiographs for diagnosing hip dysplasia, with my contribution focused on fine-tuning the DreamBooth model for enhanced medical imaging
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Automated Stall Detection
Developed an object detection model to accurately identify and analyze cow stall numbers, optimizing livestock management and resource allocation.
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IMdb-SQL-Analytics
Conducted SQL-based exploratory data analysis on IMDb movie data to extract insights on revenue trends, audience preferences, and competitor benchmarking.
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Lead Scoring Analysis
Developed a machine learning model to predict high-value leads and optimize conversion rates for X Education.
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Telecom Customer Churn Prediction
Built predictive models to identify high-value customers at risk of churn in the telecom industry, helping optimize customer retention strategies.
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Hateful Meme Detection
A multimodal machine learning approach using VisualBERT, RoBERTa, and ViLBERT to detect hate speech in memes by integrating textual and visual information.
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ElecKart Analysis
An end-to-end E-commerce analytics project focusing on media mix modeling and GMV prediction across Camera Accessories, Home Audio, and Gaming Accessories.
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