Amandeep Yadav

Lead ML Engineer

India4 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • Achieved 76% ROUGE-I in text summarization project
  • 8th place in Singapore AUV Competition 2024
  • Chairperson managing 50+ members in ASME IITR
Stackforce AI infers this person is a Machine Learning Engineer with a focus on AI and Data Science.

Contact

Skills

Core Skills

Data ScienceMachine LearningText Summarization

Other Skills

Analytical SkillsArtificial Intelligence (AI)C++Data AnalysisData structure and algorithmsFeature EngineeringFeature SelectionFlaskNSGA-IINatural Language Processing (NLP)Problem SolvingPython (Programming Language)SBERTSQLScikit-Learn

About

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.

Experience

Indian oil corporation limited (iocl)

Aviation Officer

Jul 2025Present · 8 mos

Intellifai labs inc

ML Engineer

Jan 2025Jul 2025 · 6 mos · Remote

Asme iit roorkee student section

Chairperson

May 2024Present · 1 yr 10 mos · India

  • Managed 50+ members; delivered lectures on Data Science and Machine Learning
Data ScienceMachine Learning

Evolutionary algorithms and data analysis laboratory

Multi-objective optimization of Extractive Text Summarization (ETS) using LLM and NSGA-II

May 2024Jul 2024 · 2 mos · Roorkee, Uttarakhand, India · On-site

  • Developed a transformer-based ETS (extractive text summarization) algorithm utilizing SentenceTransformer (SBERT).
  • Designed a similarity matrix using Siamese Neural Networks to derive coverage and redundancy.
  • Optimized the algorithm with NSGA-II, boosting ROUGE-I scores by 15% (up to 76%).
  • Automated NSGA-II termination based on entropy dissimilarity, reducing computation by 40%.
Text SummarizationSiamese Neural NetworksNSGA-IISBERTMachine Learning

Asme (the american society of mechanical engineers)

2 roles

Joint Secretary

Promoted

Jun 2023May 2024 · 11 mos · On-site

  • Managed the machine learning and data science team, which included over 10 members.

Technical Executive

Mar 2022Jun 2023 · 1 yr 3 mos · On-site

Education

Indian Institute of Technology, Roorkee

Bachelor of Technology - BTech — Mechanical Engineering

Nov 2021May 2025

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