Hey, I'm
Vinesh nayak (Jatothu Vinesh)
Building practical solutions in computer vision, machine learning, developer tools, and web applications, with a focus on solving real-world problems through scalable software development.
Who I Am
AI/ML Engineer & Python Developer
B.Tech in Artificial Intelligence & Machine Learning
- ▹AI/ML undergraduate focused on building efficient and real-time software systems
- ▹Hands-on experience in machine learning, computer vision, deep learning, CI/CD pipelines and n8n workflow automation
- ▹Currently strengthening expertise in Python, AI/ML, System Design, CI/CD pipelines, and n8n automation.
- ▹Actively contributing to open-source projects and developing real-time software solutions
- ▹Certified in Salesforce Agentforce, Google Cloud Gen-AI, Cisco and Government recognized IT programs
Python First
Core language for everything — ML pipelines, data systems, desktop apps, and automation.
Problem Solving
Strong problem-solving skills, actively and regularly participating in various contests such as CodeChef, LeetCode, etc.
UI/UX Design
Experienced in crafting user interfaces and design prototypes using Figma, Google Stitch, Replit, and Canva.
Technical Arsenal
Applied across facial authentication, computer vision monitoring, codebase intelligence, web platforms, and CI/CD pipelines.
Programming Languages
Frontend Development
Backend Dev & APIs
AI/ML & Deep Learning
Data Science
Databases
CI/CD & Version Control
Frameworks & Apps
Cloud Platforms & APIs
UI/UX Design
Development Tools
Featured Work
From computer vision and machine learning to developer tools and web applications — here are the projects I've built using Python and modern technologies.
Sentinel Face Secure
A facial authentication and security monitoring platform implementing real-time webcam face verification with anti-spoofing algorithms, a highly responsive React frontend dashboard, and an AI-powered agent (via Groq API) for SOC analysis.
CodeSage
A codebase analysis tool combining static analysis and Retrieval-Augmented Generation (RAG) to assist with code exploration and refactoring. Uses AST parsing, vector embeddings, and dependency graph traversal to answer architectural queries.
FaultSnap
A black-box recorder for Python applications. Captures the execution context, local variables, and execution stack when a program crashes, storing them in a portable archive with an interactive offline HTML diagnostic dashboard for easy debugging.
HygieneVision
A real-time computer vision monitoring system for hygiene compliance detection. Uses YOLOv8 and Haar Cascades for detecting hair caps and gloves. Features a Streamlit dashboard, FastAPI REST API integration, and MongoDB event logging with debounce logic.
Fake Logo Detection
A desktop-based image classification application that detects fake and original logos using Convolutional Neural Networks and OpenCV. Includes a Tkinter GUI for real-time image prediction, dataset preprocessing, and confusion matrix reporting.
Rainfall Prediction Model
A machine learning web application built with Streamlit for predicting rainfall, flood risks, and agricultural suitability. Integrates historical and live weather data via OpenWeather API, featuring SHAP-based Explainable AI (XAI) for feature importance visualization.
Music Recommendation System
A content-based recommendation engine leveraging NLP techniques to analyze lyrics, song titles, and artist information. Uses TF-IDF vectorization and Cosine similarity matching to process the Spotify Million Song Dataset and recommend similar tracks.
SpendSphere
A collaborative expense tracking system supporting both personal and group management. Built with FastAPI and MongoDB, it features JWT authentication, real-time synchronization using WebSockets, budget tracking, and interactive spending analytics.
Verified Credentials
Competitive Programming Profiles
Salesforce Agentforce Specialist
Salesforce
AI agent design, configuration, automation, and deployment.
Deep Learning & AI
CodeChef
Neural networks and deep learning fundamentals.
Google Cloud Gen-AI Internship
Google Cloud
Generative AI, cloud ML workflows, and model deployment.
Python Essentials 2
Cisco Networking Academy
Advanced Python programming concepts and practices.
Networking Basics & Data Science
Cisco Networking Academy
Networking fundamentals and introduction to data science.
NIELIT CABA Certification
NIELIT
Computer Applications and Business Accounting.
Education Journey
B.Tech in Artificial Intelligence & Machine Learning
CMR College of Engineering & Technology
📍 Medchal, Hyderabad
Intermediate (MPC)
Sri Chaitanya Junior Kalasala
📍 Gudimalkapur, Hyderabad
SSC
Aryabhatta High School
📍 Thorrur, Mahabubabad