Ashish Gupta — Software Engineer

I’m a Computer Science Engineering undergraduate at IIT Ropar with a passion for machine learning, software development, and research-driven solutions. Over the past few years, I’ve combined academic rigor (8.04 CGPA till 6th semester) with hands-on experience to tackle real-world challenges—from medical imaging to predictive analytics and full-stack web applications. During my ML internship under Dr. Puneet Goyal for the IEEE SPS VIP Cup, I led deep learning efforts on retinal OCT image classification—denoising with Self2Self and cGANs, super-resolution via ESRGAN variants, and classification using ResNet-50 with CBAM—culminating in a global finalist presentation at ICIP Abu Dhabi and a first-place award. Currently, as a Research Intern (SDE role) at Samsung Research Institute Delhi, I’m building modular C/C++ Linux tools for per-process network monitoring, optimizing IP-to-PID mapping and bandwidth tracking inspired by nethogs. My project portfolio spans: Marker-Based Image Segmentation (DSU, Sobel operators, Flask full-stack) achieving 95% accuracy. Cognigrade: an OCR- and AI-driven answer-sheet grader with intuitive dashboards, Kafka-based notifications, and 95% grading accuracy. Dream11 Next-Gen Team Builder: an ensemble pipeline (XGBoost, CatBoost, Random Forest, KNN) with knowledge graph integration to forecast fantasy cricket performance. Interactive Cops-and-Robbers game on graph topologies (C++, SFML), and systems-level work like cache-optimization with ChampSim and a RISC-V assembler. I’m proficient in C/C++, Python, JavaScript (Flask, FastAPI), TensorFlow/PyTorch, Docker, Linux, and competitive programming (Codeforces 1428, CodeChef 1846). Recognitions include top 1% in JEE-Advanced, Institute Merit Scholarship, high CodeChef ranks, and inter-IIT challenge placements. Eager to collaborate on innovative ML/AI, software engineering, or research projects, I thrive in environments where I can learn continuously, contribute end-to-end solutions, and drive measurable impact. Let’s connect to explore opportunities and share ideas!

Stackforce AI infers this person is a Machine Learning and Software Development specialist in the Healthcare sector.

Location: Chandigarh, India

Experience: 0 mo