Roulette Monte Carlo Simulation

Optimal Roulette Betting Strategy Using Monte Carlo Simulation

A comprehensive Monte Carlo simulation analysis to determine optimal betting strategies in roulette, analyzing risk vs. reward across different betting systems.

Monte Carlo Python Statistical Analysis Probability
Mean Reversion Trading

Mean Reversion Intraday Trading Machine Learning Algorithm

Developed a machine learning algorithm for intraday trading based on mean reversion strategies, incorporating real-time market data analysis.

Machine Learning Trading Python Finance
Fraud Detection System

Fraud Detection System Optimization (Capital One)

Optimized fraud detection algorithms for Capital One, improving accuracy and reducing false positives through advanced machine learning techniques.

Machine Learning Fraud Detection Optimization Capital One
Computer Vision Pipeline YoloV8

Computer Vision Pipeline using YoloV8 for Microelectronic Defect Detection (Comtech)

Developed an automated computer vision pipeline using YoloV8 for detecting defects in microelectronic components, improving quality control processes and reducing manual inspection time.

Computer Vision YoloV8 Deep Learning Microelectronic Analysis
CNN Person Recognition

Using CNNs for Person-Image Recognition (IEOR 142B)

Implemented convolutional neural networks for person-image recognition as part of IEOR 142B coursework, achieving high accuracy in image classification tasks.

Deep Learning CNN Computer Vision
Housing Price Prediction

Using Machine Learning to Predict Housing Prices (Data 100)

Built a machine learning model to predict housing prices using various features like location, size, and market trends with regression algorithms.

Machine Learning Regression Real Estate Data Science

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