Jun 2024 – Present · 1 yr 11 mos · Remote

• Thrilled to share my work on real-time traffic flow prediction during my internship at IBM!
• As part of my AI/ML specialization, I worked on integrating multiple deep learning models for smart city traffic management.
• 🔹 Deployed YOLO for real-time vehicle detection and Deep SORT for object tracking.
• 🔹 Used LSTM and ConvLSTM models to capture spatial-temporal patterns and accurately forecast traffic conditions.
• 🔹 Enabled predictive insights to support smarter urban planning and reduce congestion.
• This experience sharpened my skills in computer vision, time-series forecasting, and real-world deployment — and made me appreciate the impact AI can have on our daily lives.