🛠️ Projects

🚧 Smart Pavement Surface Distress Detection System

Developed a machine learning-based system for pavement distresses.

Utilized digital image processing and supervised learning algorithms

·         Significantly reduced manual inspection time and increased accuracy in pavement condition assessments

📈 AI Strategy Development for U.S. Stock Market Prediction

(2020–Present)
Designed and implemented predictive models to analyze historical stock data and market trends.

·         Created strategies for algorithmic trading using time-series forecasting and sentiment analysis

·         Focused on risk minimization and portfolio optimization through dynamic model tuning

·         Tools used: MATLAB, Python, scikit-learn, TensorFlow

🌱 CO₂ Emissions Prediction from Agricultural Practices

(2024-2025)
Developed machine learning models to estimate carbon dioxide emissions based on farming inputs, practices, and regional factors.

·         Supported sustainable agriculture by identifying high-impact factors

·         Aimed at assisting policymakers with data-driven decision-making

🚚 Supply Chain Shipment Delay Forecasting

(2022–2023)
Built predictive models to identify potential delays in logistics networks.

·         Helped logistics companies proactively manage risk and improve delivery timelines

🚗 Auction-Based Kicked Car Prediction

(2022–2023)
Analyzed large-scale auction datasets to predict vehicles likely to be rejected (kicked) after sale.

·         Enhanced dealer strategy by minimizing post-sale rejections

·         Employed feature engineering and model validation techniques

🏀 NBA Game Outcome and Betting Forecasting

(2021–2022)
Designed machine learning systems to forecast game results and betting odds.

·         Included player statistics, injury reports, and historical performance

·         Helped users optimize recreational betting strategies with data insights

🏗️ Bridge Deformation Monitoring

(2015)
Applied image-based deformation analysis to assess structural behavior under load.

·         Improved the accuracy of bridge health evaluation without physical sensors

·         Supported ongoing structural monitoring efforts in Anhui Province

🛤️ High-Speed Rail Track NDT Monitoring

(2014)
Implemented non-destructive testing methods for evaluating rail track integrity in high-speed rail systems.

·         Contributed to improved safety and predictive maintenance of critical infrastructure