Ayush Kumar

ML Engineer with expertise in Deep Learning, Computer Vision, and NLP. Proficient in PyTorch, TensorFlow, Scikit-learn for production-grade models. Experienced in Transformers (DETR, ViT), CNNs (EfficientNet, ResNet), ensemble methods. Pursuing M.Tech in AI & Data Science.

Oracle Certified Data Science

Professional.

Research Intern at IIT Roorkee (2026-03 – 2026-06)

• Conducting ongoing deep learning research focused on advanced computer vision architectures, exploring novel techniques for feature extraction and state-of-the-art model optimization.

Teaching Assistant at IET Lucknow (2025-09 – Present)

• Supervised 75+ undergraduates in ML/full-stack projects; provided code reviews and debugging support
• Mentored on CNNs, SVMs, ensemble methods using PyTorch and Scikit-learn

Python Intern at Infosys Springboard (2025-09 – 2025-11)

• Engineered parallelized NLP architecture for sentiment analysis, anomaly detection, text classification with real-time efficiency
• Built multi-threaded pipeline reducing inference time by 60%; achieved 92% accuracy on sentiment classification

M.Tech in AI & Data Science – IET Lucknow (2025 – 2027)

B.Tech in Computer Science – REC Kannauj (2021 – 2025)