Ratnesh Kumar Jaiswal
Research Intern @ IIT Mandi | CSE Student @ NIT Delhi
A Robotics & ML Engineer passionate about creating intelligent systems with AI & IoT.
About Me
A brief overview of my academic journey, interests, and professional skills.
Who I Am
I'm a Computer Science and Engineering student at NIT Delhi with a passion for AI, robotics, and full-stack development. Currently maintaining a 7.35 GPA, I'm actively involved in research and development at the Visual Computing and Robotics Lab.
My interests lie at the intersection of machine learning, computer vision, and robotics. I have hands-on experience in developing intelligent applications and robotic systems that solve real-world problems.
CSE Student
Studying Computer Science at NIT Delhi.
AI & Robotics Enthusiast
Exploring intelligent systems and automation.
Full Stack Developer
Building complete and scalable web applications.
Work Experience
My professional journey and key contributions in the tech field.
Research Intern
Center for Artifical Inteligence and Robotics, IIT Mandi
Developed an AGV detection system from real-time drone video using Detectron2 with a custom CSPDarkNet-53 backbone. The system was deployed on an Nvidia Jetson, achieving a 3% reduction in mAP compared to existing stable methods.
AI Training Coding Expert
Outlier AI
Manually reviewed and curated coding prompts to ensure alignment with high-quality learning objectives, which contributed to a 20% improvement in user satisfaction metrics.
My Projects
A selection of my work, from deep learning models to full-stack applications.
FoodLens AI
An AI-powered platform that recognizes dishes from photos, providing nutritional insights, ingredients, and culinary details.
Tech Stack:
Imagin3D
A full-stack deep learning web application that reconstructs 3D models from a 2D image using a vision transformer architecture.
Tech Stack:
Tools & Technologies
My technical playground, constantly evolving and expanding.
Get In Touch
Have a project in mind or just want to say hello? Let's connect.