Navin Kumar M
UnderGrad & ML Engineer, Data Scientist
Hello👋, This is Navin Kumar M, and I'm passionate about using Artificial Intelligence to solve Complex Real-World Problems . By leveraging the latest advancements in Deep Learning, I strive to create innovative solutions that have a positive impact on society. I invite you to have a glimpse of my journey as an AI Enthusiast and my expertise in various domains.
I have worked in fields like Computer Vision, Natural Language Processing, Generative Models, Modelling Tabular & Time Series Data . I have worked on diverse projects that have helped me hone my skills and gain a deeper understanding of the field.
I am passionate about PreTraining Models on Large Data, Solving Complex Machine Learning Problems and enjoy deploying Production level Scalable Systems. I love combining my technical knowledge and creativity to create and deploy entire MLOps Pipeline with full fledge working Application.
Experience
Machine Learning Engineer
Gutsy InnovationsMay 2023 - July 2023
May 2023 - July 2023
Featured Skills 💪
Technologies, Frameworks & Languages I'm Expertise in
Programming Languages
Frameworks & Libraries
Infrastructure & Softwares
Featured Post
If you're looking for some of my interesting works, check out my featured post
AI Malware System
Full Functioning AI Malware System, from front-end app to Power BI Visualization
Featured Portfolio
Check out my featured portfolio, feel free to explore it.
Chart Derendering - Benetech
Derendering Charts and Plots to make them accessible for visually impaired people. This project was done as a part of the Benetech - Making Graphs Accessible Kaggle Competition. MatCha (Pix2Struct) model is used for derendering line, vertical bar, and horizontal bar charts. icevision Faster RCNN model is used for derendering dot and scatter plots.
AI Malware System
Fast API Endpoint!. This project examines, analyses the malware statically & dynamically using conventional strategies and also apply machine learning algorithms lke lightgbm, svm and deep learning algorithms like CoAtNet, LSTM. FrontEnd App is Antivirus built on Tauri
DeepSee Surveillance AI
Real Time Detection of Anomalous Activity From Videos (mainly crime actvity). Images of the video is trained using AutoEncoder to get the imtermediate feature representation of image & appliend svm model for the bag of such features to detect the anomaly & LSTM to detect the type of Anomaly.
Face Surveillance System
Face Recognition from Crowd by using yolov7 .Extracting the faces from a video/image/live source, which is then passed to the custom facenet network in order to recognize the peoples
Malware-Detection Web App
Malware Analysis using Deep Learning & Machine Learning deployed on AWS cloud. ML & DL algorithms was written in Python, Server Part written in node.js
Parallel & Distributed ML Workspace
Documentation of Setting up Parallel & Distributed ML Workspace in your systems. And to work seamlessly without error. Package to easily setup a environment in the group of systems