carlqgan Goto Github PK

Hiii there :3

I'm Carl, a programmer (mostly) & hardware designer (slightly) who happens to be a car enthusiast (stubbornly). Sometimes a mechanic (samaritan) that breaks your car to fix my code.

Currently, I am working as a Quantitative Research Intern with a passion for technology and a diverse skill set in Machine Learning, Data Analysis, and Software Development. I hold a comprehensive background in Computer Science, Electrical and Computer Engineering, Information Science, Mechanical Engineering, and Business from my studies.

• Programming Languages: Python, C/C++, Java, SQL, JavaScript
• Machine Learning: PyTorch, TensorFlow, scikit-learn
• Data Analysis: Pandas, NumPy, SciPy
• Hardware Design: Pipeline Profiling, Raspberry Pi, Arduino
• Interactive Device Design: Sensors, Actuators, IoT, Vehicle Engineering
• Computer Vision: OpenCV, Keras, YOLO
• Human-Computer Interaction: UX/UI Design, Prototyping, Figma
• Urban Technology Impact: Smart Cities, Sustainable Tech, Transportation Engineering
• Tools: Git, Docker, Kubernetes
• Frameworks: Qt, Gymnasium

• ROAR_Py: A novel control suite for Reinforcement Learning supporting Gymnasium API.
• Kubernetes Cluster for Real-time Llama 3 (8B) Inference: Deployed on a stack of 4 Raspberry Pi 5 devices.
• Low Bit Quantization in Machine Learning: Research paper focusing on extremely low bit-widths in ML architectures.
• Autonomous Indycars: Racing Indy Cars on the track without human operators.

Feel free to explore my repositories and connect with me!