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TammineniTanay/README.md

Hi, I'm Tanay Tammineni 👋

Machine Learning Engineer | AI & Computer Vision Developer | Data Science Enthusiast

I am a Computer Science graduate from Southeast Missouri State University with strong experience in machine learning, artificial intelligence, and computer vision. I build intelligent systems that analyze real-world data and solve practical problems using AI and data-driven approaches.

🔗 Portfolio Website
https://tanaytammineni.vercel.app/

🔗 LinkedIn
https://www.linkedin.com/in/tanay-tammineni-ba6a9918b/

🔗 GitHub
https://github.com/TammineniTanay

About Me

I specialize in designing and implementing machine learning and computer vision systems that process real-time data and deliver meaningful insights.

My work includes:

• Computer Vision systems for real-time detection and recognition
• Machine learning algorithm implementation and evaluation
• Data analysis and predictive modeling
• Intelligent IoT research and distributed systems
• Human-Computer Interaction design and usability analysis

I enjoy applying AI technologies to build scalable, practical software solutions.

Education

Master of Science in Computer and Information Sciences
Southeast Missouri State University

Graduated: December 2025
GPA: 3.9 / 4.0

Key Coursework:

Machine Learning
Advanced Artificial Intelligence
Distributed Cloud Computing
Cybersecurity
Human Computer Interaction
Advanced Software Engineering
Advanced Programming Languages
Research Methods

Technical Skills

Programming

Python
Java
SQL
JavaScript
C

Machine Learning & AI

Scikit-learn
TensorFlow
PyTorch
Deep Learning
RNN / LSTM / GRU
Natural Language Processing
Model Evaluation
Data Preprocessing

Computer Vision

OpenCV
Object Detection
Image Processing
Face Recognition

Data Science

Pandas
NumPy
Data Visualization
Statistical Analysis

Tools & Technologies

Git
GitHub
Jupyter Notebook
Google Colab
VS Code
Docker
AWS

Technology Stack

Python Machine Learning TensorFlow PyTorch OpenCV Docker AWS

Featured Projects

Real-Time Vehicle Detection System

Computer vision system that detects and tracks vehicles in real-time video streams using OpenCV and machine learning techniques.

Published in the CVR Journal of Science and Technology
Awarded 3rd Prize at Project Expo2K23

Repository
https://github.com/TammineniTanay/vechiledetection

Face Recognition Attendance Monitoring System

Automated attendance system using facial recognition to detect and identify individuals from live camera input.

Repository
https://github.com/TammineniTanay/face-recognition-attendance-system

Machine Learning Coursework Implementations

Collection of machine learning algorithm implementations including:

• ID3 Decision Trees
• Logistic Regression
• Support Vector Machines
• Lasso / Ridge Regression
• Kernel PCA Visualization
• Sentiment Analysis

Repository
https://github.com/TammineniTanay/machine-learning-coursework

Human Computer Interaction Projects

Projects focusing on usability design, user-centered interfaces, and interaction design principles.

Repository
https://github.com/TammineniTanay/human-computer-interaction-projects

Research Methods – Intelligent IoT

Research exploring Intelligent Internet of Things (IIoT), secure communication systems, and distributed intelligence.

Repository
https://github.com/TammineniTanay/research-methods-iiot-survey

GitHub Statistics

GitHub Stats

Top Languages

Interests

Artificial Intelligence
Machine Learning
Computer Vision
Data Science
Intelligent IoT Systems

Connect With Me

Portfolio Website
https://tanaytammineni.vercel.app/

LinkedIn
https://www.linkedin.com/in/tanay-tammineni-ba6a9918b/

GitHub
https://github.com/TammineniTanay

Thank you for visiting my GitHub profile.

Pinned Loading

  1. vechiledetection vechiledetection Public

    Real-time vehicle detection, counting, and classification system using computer vision and machine learning for traffic monitoring and intelligent transportation analysis.

    Python

  2. Shamir-s-Secret-Sharing Shamir-s-Secret-Sharing Public

    "A professional Python implementation of Shamir's Secret Sharing using finite field arithmetic over a Mersenne Prime field ."

    Python

  3. machine-learning-coursework machine-learning-coursework Public

    Machine learning coursework implementing algorithms such as ID3 Decision Trees, Logistic Regression, Support Vector Machines (SVM), Lasso & Ridge Regression, Kernel PCA, LDA, and Sentiment Analysis…

    Jupyter Notebook

  4. human-computer-interaction-projects human-computer-interaction-projects Public

    Course projects and assignments from the Human Computer Interaction (HCI) course focusing on usability principles, user-centered design, and interface evaluation.

  5. face-recognition-attendance-system face-recognition-attendance-system Public

    Face recognition based attendance monitoring system that automatically identifies individuals and records attendance using computer vision and facial recognition techniques.

    Python

  6. apl-mini-language-interpreter apl-mini-language-interpreter Public

    Mini programming language interpreter implementing lexical analysis, parsing, AST construction, and execution. Developed for CS609 Advanced Programming Languages.

    Python