AI / ML ENGINEER - - KOLLAM, KERALAM
Hi, I’m Navaneeth Krishnan
AI/ML developer working across computer vision, deep learning, and machine learning. I enjoy turning thoughtful experiments into practical tools.
ENGINEERI enjoy turning complex technology into practical solutions to real-world problems
My work focuses on machine learning, deep learning, and computer vision, with growing experience in generative AI, LLMs, and RAG. With a foundation in computer applications and engineering, I focus on building useful AI applications that combine experimentation with practical development.
A growing toolkit for building, training, and sharing practical AI applications.
Python
TensorFlow
OpenCV
YOLOv8
Scikit-learn
Pandas
NumPy
Gradio
Streamlit
Git
SQL
NLP
Roboflow
Matplotlib
MySQL
PHP
HTML
CSS
Javascript
FastAPI
GitHub
LLMs
Jupyter
Visual Studio
Docker
Hugging Face
PostgreSQL
Computer VisionApplied AI projects from model development to interactive demos.
COMPUTER VISION · GENERATIVE AI
Built an AI-powered CCTV video intelligence system integrating YOLO-based object detection with Generative AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG). Processes surveillance footage, extracts timestamped events, and enables natural-language queries, AI-generated incident summaries, and contextual answers based on retrieved video events.
View on GitHub ↗
COMPUTER VISION · YOLOv8
Trained a custom YOLOv8 model on a self-collected dataset spanning 44 traffic sign classes. Integrated OpenCV for live video detection and built a Gradio interface for image and video predictions.
View on GitHub ↗
DEEP LEARNING · CNN
Built a CNN classification workflow using TensorFlow and image preprocessing, then connected the trained model to a Streamlit app for webcam predictions with OpenCV.
View on GitHub ↗
MACHINE LEARNING · CLASSIFICATION
Developed a classification model to predict loan approval from applicant financial data, including preprocessing, feature encoding, and model training with Scikit-learn.
View on GitHub ↗
Project buttons open my GitHub repositories. Individual repository links can be added as projects are published.
Techmindz · Infopark, Kochi
Practical training across machine learning, deep learning, NLP, and computer vision.
Indira Gandhi National Open University (IGNOU)
State Board of Technical Educations, Keralam (SBTE)
Government Polytechnic College, Punalur
Python AI Development · IBM / PHP Full Stack · Avodha / Google Cloud Fundamentals · Coursera / Industrial Training · KELTRON