Projects
A collection of my work in AI/ML, data science, and software development. Each project represents a unique challenge and learning experience.
Neural Networks for Stock Price Prediction
Developed an LSTM neural network model to predict stock prices with high accuracy. The research addressed the efficacy of artificial neural networks in financial forecasting, achieving impressive results with a test RMSE of 5.92 and test loss as low as 0.3%.
IceCream Shop Marketplace
Engineered a comprehensive client-server marketplace management system for an ice cream shop with enhanced user experience through GUI optimization and robust backend functionality.
AgRPA - AI Plant Protection
Developed data models and visualization dashboards for agricultural AI project utilizing drone technology to revolutionize farming practices through intelligent weed detection and herbicide optimization.
Cisco Demand Forecasting
Developed and optimized 2-stage hierarchical demand forecasting models using XGBoost and RandomForest algorithms, achieving 90% accuracy at platform level and 70% at product level.
Binary Security & CVE Analysis
Performed binary exploitation and vulnerability mitigation using advanced tools. Identified and patched CVEs through manual reverse engineering, static and dynamic analysis across multiple architectures.