Hey, I'm
Vinesh nayak
Building practical solutions from efficient data processing to automated CI/CD deployment. Focused on real-time computer vision and data-driven web applications.
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, advanced SQL, 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
DevOps & Version Control
Frameworks & Apps
Cloud Platforms & APIs
UI/UX Design
Development Tools
Featured Work
From computer vision and RAG systems to web applications and CI/CD pipelines — here are the projects I've built using Python and modern technologies.
Sentinel Face Secure
A secure facial authentication system using lightweight CNN architectures (MobileNetV2) and YOLO-Nano for real-time identity verification. Features multi-modal liveness detection, RBAC, encrypted vector embedding storage, and AES-128 encryption to prevent spoofing attacks.
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.
CodeSage
A local codebase intelligence platform combining Retrieval-Augmented Generation (RAG), AST analysis, vector embeddings, and dependency graph traversal. Features semantic codebase querying, automated bug detection, AI refactoring suggestions, and real-time filesystem monitoring.
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.
GymLog
A Streamlit-based gym management application featuring complete CRUD operations and SQLite integration. Tracks members, trainers, plans, and sessions while providing automated reports, session history, and popular plan analytics.
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