Amandeep Yadav — Lead ML Engineer
I am currently a fourth-year B.Tech. student at IIT Roorkee with a strong academic foundation and a passion for Machine Learning, Deep Learning, Computer Vision, Generative AI, LLMs, NLP, MLOps, and Data Structures. I have actively explored these fields through projects, internships, and competitions. During my internship at the Evolutionary Algorithms and Data Analysis Laboratory, IIT Roorkee, I developed a transformer-based text summarization algorithm using SBERT, achieving a 76% ROUGE-I score and cutting computation time by 50%. My key projects include lunar image enhancement with SRGAN (SSIM: 0.87), real-time object detection with YOLOv5 for an AUV, and fine-tuning ClinicalBERT for clinical entity recognition (F1: ~90%). I have earned several accolades, such as securing 8th place in the Singapore Autonomous Underwater Vehicle Competition 2024 and winning the Techzibition at IIT Roorkee's Cognizance Techfest. As Chairperson of ASME IITR Student Section, I manage a team of 50+ members, organize lectures, and represent the section at national and international events. My technical expertise includes Python, C++, SQL, and frameworks like TensorFlow, OpenCV, and Django. Fluent in Hindi and English, I excel in collaborating and communicating effectively across diverse teams and platforms.
Stackforce AI infers this person is a Machine Learning Engineer with a focus on AI and Data Science.
Experience: 4 yrs
Skills
- Data Science
- Machine Learning
- Text Summarization
Career Highlights
- Achieved 76% ROUGE-I in text summarization project
- 8th place in Singapore AUV Competition 2024
- Chairperson managing 50+ members in ASME IITR
Work Experience
Indian Oil Corporation Limited (Iocl)
Aviation Officer (8 mos)
IntellifAI Labs Inc
ML Engineer (6 mos)
ASME IIT Roorkee Student Section
Chairperson (1 yr 10 mos)
Evolutionary Algorithms and Data Analysis Laboratory
Multi-objective optimization of Extractive Text Summarization (ETS) using LLM and NSGA-II (2 mos)
ASME (The American Society of Mechanical Engineers)
Joint Secretary (11 mos)
Technical Executive (1 yr 3 mos)
Education
Bachelor of Technology - BTech at Indian Institute of Technology, Roorkee