DURGESH KUMAR SINGH

AI/ML Engineer | Backend Developer | Software Development Engineer

Flat no 104 Vanraj Corner BT Kawde Road, 411036, Pune, IN.
portfolio

About

Highly accomplished Integrated Master's student specializing in Artificial Intelligence and Machine Learning (CGPA 9.17), with a proven track record in developing and deploying cutting-edge AI/ML solutions and robust backend systems. Adept at leveraging Computer Vision, NLP, and Generative AI to solve complex problems, as demonstrated by an ISRO internship and impactful projects. Eager to contribute innovative software development and AI engineering expertise to a forward-thinking organization.

Work

National Remote Sensing Center, ISRO

|

Software Development Engineer Intern

Hyderabad, Telangana, India

ā†’

Summary

Spearheaded the development of AI/ML models for renewable solar energy estimation in urban areas, leveraging satellite imagery analysis to enhance urban development planning.

Highlights

Engineered three advanced deep object detection and classification models, enabling precise urban development analysis across spatial images with resolutions from 0.30m to 20m.

Processed over 3.5 million square kilometers of multi-resolution satellite data with 99%+ pipeline reliability by designing robust preprocessing and post-processing frameworks.

Boosted satellite image classification accuracy by 97-99% over baseline models through comprehensive data pipeline engineering and custom deep learning architectures for urban development analysis.

Volunteer

Head of Research

|

Blockchain Club, Vellore Institute of Technology

Led a team of 15+ members in research activities, significantly increasing club participation and engagement.

Highlights

Led a team of 15+ members as Head of Research in the Blockchain Club, fostering collaborative research and project development.

Increased member participation by 40% through engaging initiatives and innovative research projects.

senior volunteer

|

Lift for liftment

Lift for Upliftment (LFU) is a Pune-based NGO dedicated to breaking down financial barriers in medical education. Founded in 2015 by passionate medical students from B. J. Medical College, LFU provides free, high-quality coaching for the National Eligibility cum Entrance Test (NEET) to bright, deserving students from underprivileged and tribal backgrounds. This transformative initiative empowers aspiring doctors to overcome their circumstances, successfully pursue a medical career, and achieve their dreams of serving their communities.

Education

Vellore Institute of Technology, Bhopal

Bhopal, Madhya Pradesh, India
ā†’
Integrated Master of Technology Computer Science and Engineering Grade: CGPA - 9.17

Courses

Machine Learning

MERN

Computer Vision

Deep Learning

Hardware for AI Systems

Generative-AI

Certificates

Oracle Certified Generative AI Professional

Oracle

NPTEL Cloud Computing Certification

NPTEL

Applied Machine Learning in Python

University of Michigan

Skills

Programming Languages

Java, Python, SQL, JavaScript.

ML/DL Frameworks

Lang-Chain, Hugging-Face, TensorFlow, LLM, Pandas, NumPy, Random Forest, CNN.

Web & API Development

REST APIs, Node.js, Express.js, React.js, JavaScript.

Databases & Cloud

MySQL, MongoDB, PostgreSQL, AWS, Docker, Vector Databases.

Developer Tools

Git, GitHub, Linux, Jupyter, VS Code, Docker Compose.

Specialized Areas

Computer Vision, NLP, Backend Development, Generative AI, Project Management, LLMs, Multimodal AI, TTS, STT, Vision Transformer, Data Preprocessing, Feature Engineering, RAG, JWT Authentication, Recharts.

Projects

Modular Organization Management Platform

Summary

Designed and developed as a Backend Developer and Integrator, this platform provides multifunctional management and multilingual support for NGOs.

MediArcAI - Medical Chatbot with Multimodal Input

Summary

Developed as an AI/ML Engineer and Backend Developer, this project created a medical chatbot leveraging multimodal input for healthcare record analysis.

Extreme Weather Forecast System

Summary

Engineered as a Deep Learning Engineer and Data Scientist, this system forecasts extreme weather using advanced ML pipelines.