Harsh
Chennai, Tamil Nadu, India
Experience: 0 years
Open to: Full-Time
Education: Masters
Availability: Immediate
Skills: AWS, CPP, Python3, PyTorch, TensorFlow
Previously worked at: Startups, US-based Companies
Assessment Score: 80
- Education: Currently pursuing a Master of Technology in Computer Science at IIT Madras with a GPA of 9.18, and holds a Bachelor of Technology in Mathematics from IIIT Naya Raipur with a GPA of 8.55.
- Work Experience: Serving as a Perception Engineer at Monarch Tractor since June 2024, specializing in deep learning model optimization, including quantization and pruning techniques, and enhancing system performance. Led the model optimization team and contributed insights on improving CPU-GPU interactions.
- Technical Skills: Proficient in Python, SQL, C++, CUDA, and ROS, with hands-on experience in frameworks like PyTorch, TensorFlow, Hugging Face, and OpenCV. Expertise in model deployment and optimization tools such as AWS, Onnx GraphSurgeon, and TensorRT.
- Projects: Led impactful projects such as porting PyTorch to the ShaktiMAAN SoC, developing a high-accuracy prompt injection detection system for LLMs, and improving reservation processing using CUDA GPU cores. Completed a master’s thesis optimizing deep learning performance on specialized hardware.
- Publications and Research: Authored several research papers including “Blind Signal Detection Using Modern Deep Learning Techniques,” with contributions to the field of deep learning applications in EEG signal analysis and criminal detection, with recognition in peer-reviewed journals.
- Academic Achievements: Achieved an all-India rank of 242 in GATE Computer Science 2022, awarded Best Thesis in B.Tech, and published research that has received international citations, demonstrating excellence in both technical and academic pursuits.