Open to opportunities

Dhruv Kumar

@dhruvkumar4

AI/ML engineer specializing in computer vision, deep learning, and production-grade ML system design for real-world impact.

India

Message

What I'm looking for

I’m looking to build and deploy real-world computer vision and deep learning systems—especially for adversarial reliability, retrieval-augmented decision-making, and scalable multi-agent coordination—where I can own end-to-end production ML from data to deployment.

I’m an AI/ML engineer specializing in computer vision and deep learning, focused on building reliable models and production-ready ML systems. I’m pursuing a B.Tech in Computer Science (AI/ML) and gained rare operational experience through an internship with the Indian Army, where I developed real-time computer vision pipelines for drone aerial imagery under hard real-world constraints.

I architected production solutions end-to-end: a face recognition attendance platform achieving 90%+ accuracy across 500+ concurrent users with 25+ REST API endpoints, and a CNN plant disease detection model reaching 94% accuracy on 5,000+ images with 0.3s inference for edge deployment. I’m especially driven by open questions around reliable computer vision in adversarial environments, retrieval-augmented decision-making, and multi-agent coordination at scale.

Experience

Work history, roles, and key accomplishments

AI Research Intern

Indian Army

Jan 2024 - Present (2 years 5 months)

Developed real-time computer vision pipelines in Python/OpenCV for human detection in drone aerial imagery under operational constraints. Preprocessed and analyzed 10,000+ images to improve training efficiency by 35% and prototyped swarm drone coordination for 5+ autonomous agents with sub-200ms communication latency.

Python OpenCV Computer Vision data preprocessing Model Training

Education

Degrees, certifications, and relevant coursework

SRM Institute of Science and Technology

Bachelor of Technology (B.Tech), Computer Science and Engineering (AI/ML)

2023 -

B.Tech in Computer Science and Engineering with an AI/ML specialization at SRM Institute of Science and Technology, Delhi NCR, expected to complete in May 2027.