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Machine Learning Engineer | Kaggle Expert | Blogger
Hi all👋 I am Nawin Raj Kumar, a Machine Learning Engineer specialized in building and deploying Computer Vision models onto Edge devices like Raspberry Pi and NVIDIA Jetson. I love building state-of-the-art AI models, and also to work on cutting-edge devices. My journey began as an IoT developer, where I crafted solutions using Arduino, and NodeMCU and delved into protocols like HTTP, MQTT, and Kafka. The transition from IoT to AI was fueled by my passion, leading me to KGXperience. There, I honed my skills in Data Analytics through active participation in Kaggle Competitions and various projects. My dedication to Kaggle not only earned me the title of Kaggle Notebooks Expert but also allowed me to contribute solutions to community competitions and engage in insightful discussions. The allure of NVIDIA Jetson platforms prompted me to take on the role of Edge AI lead at KGXperience. "Knowledge not shared is knowledge wasted". I firmly believe that communities empower people to explore the depths of knowledge and purpose. This makes me an active core team member of AI Tamil Nadu, a hyperlocal community focused on democratizing AI Knowledge all over Tamilnadu. Also, I am the founder of a community/content creation platform, Inaiyaviyal, Inaiyaviyal is a community based on technology, startups, entrepreneurship, and business, where people can communicate ideas, find people, resources, and other fellow communities of similar ambition. A wise man once said "Everyone is born to live a happy good life. A truly exhilarating life is one where you cheer up your sorrows, share your happiness, explore the unknown, dream the unthinkable, get rid of your doubts, conquer your fears, express your creativity and enjoy having fun". I go by this motto in my life. Feel free to discuss ideas, building things, exploring knowledge and having fun all along the way.
KGiSL Institute of Technology
B.E , Electrical, Electronics and Communications Engineering
July 1, 2019 – May 1, 2023
Amrita Vidyalayam
Higher Secondary Certificate, Computer Science
July 1, 2017 – April 1, 2019
Amrita Vidyalayam
Secondary School Certificate (SSC)
May 1, 2017 – Present
Blackstraw
Associate ML Engineer
November 1, 2024 – Present
Greater Chennai Area · On-site
Nunnari(நுண்ணறி) Labs
Machine Learning Engineer
July 1, 2023 – September 1, 2024
Coimbatore, Tamil Nadu, India
KGXperience
Edge AI Mentor
July 1, 2023 – July 1, 2024
Coimbatore, Tamil Nadu, India
Inaiyaviyal
Co-Founder and Podcast Host
May 1, 2023 – May 1, 2024
Coimbatore, Tamil Nadu, India · Hybrid
Freelance
Research And Development Consultant
August 1, 2022 – July 1, 2023
Coimbatore, Tamil Nadu, India · Hybrid
Freelance
Educator
May 1, 2022 – July 1, 2023
KGXperience
EDGE AI LEAD
March 1, 2022 – July 1, 2023
Coimbatore, Tamil Nadu, India
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
DeepLearning.AI
June 25, 2026 – Present
Neural Networks and Deep Learning
DeepLearning.AI
June 25, 2026 – Present
Responsive Web Design
freeCodeCamp
June 25, 2026 – Present
Machine Learning with Python
freeCodeCamp
June 25, 2026 – Present
Sequence Models
DeepLearning.AI
June 25, 2026 – Present
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Coursera Issue Date:
June 25, 2026 – Present
Convolutional Neural Networks
DeepLearning.AI
June 25, 2026 – Present
Building Video AI Applications at the Edge on Jetson Nano
NVIDIA
June 25, 2026 – Present
Getting Started with AI on Jetson Nano
NVIDIA
June 25, 2026 – Present
Convolutional Neural Networks in TensorFlow
Coursera
June 25, 2026 – Present
Fundamentals of Accelerated Computing with CUDA C/C
NVIDIA
June 25, 2026 – Present
Scientific Computing with Python
freeCodeCamp
June 25, 2026 – Present
JavaScript Algorithms and Data Structures
freeCodeCamp
June 25, 2026 – Present
Cultural Fit Analysis
The candidate's diverse experience, including mentoring, community building, and freelance consulting, indicates a proactive and collaborative mindset. Their continuous learning through certifications and exploration of new technologies (Edge AI, agentic approaches) suggests a strong cultural fit for an innovative and growth-oriented environment. However, the relatively short tenure in some roles might warrant further inquiry into long-term commitment.
Soft Skills & Operational Fit
The candidate's experience as a mentor and educator, along with co-founding a community, suggests strong communication, leadership, and collaboration skills. Their involvement in various projects and roles indicates adaptability and a proactive approach to learning and problem-solving. The focus on real-world applications of AI and collaboration with cross-functional teams aligns well with operational needs.