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SRIVIGHNATEJA/README.md

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πŸŽ“ Final-Year B.Tech CSE (AI & ML) | Building Real-World Systems

πŸ“ Sreyas Institute of Engineering & Technology
πŸ’Ό AI β€’ Machine Learning β€’ Systems β€’ Data β€’ Purposeful Projects
πŸ”— Let’s connect: LinkedIn | GitHub


πŸ“Œ About Me

  • πŸŽ“ B.Tech CSE (AI & ML) – Final Year (2026 Batch)
  • 🧠 Focused on learning with depth, not just breadth
  • πŸ§‘β€πŸ’» Built practical tools in C, Python, and ML pipelines
  • βš™οΈ Interested in offline AI systems, language processing, system-level communication
  • 🧭 Building solid fundamentals: DSA, ML, Deployment & Scalability

πŸ› οΈ Tech Stack

Category Tools
Languages Python, C, Java (Familiar)
ML Frameworks PyTorch, scikit-learn
Data Analysis Pandas, NumPy, Seaborn, Matplotlib, Plotly
Deployment/Env VS Code, Google Colab
OS Experience macOS, Ubuntu (college), Windows
Learning HTML, CSS, JS

🧠 Featured Projects

Project Description
πŸ”— Multilingual Voice Translator using NLP Real-time offline translator using Whisper, TTS & transformer models
πŸ”— Multi-Client Chat App in C Threaded terminal-based messaging system with login, private chat & broadcast
πŸ”— Restoring Noisy MNIST Images Lightweight PyTorch-based convolutional autoencoder for image denoising
πŸ”— Unemployment & Industry Analytics Data analytics using EDA, heatmaps & geo-mapping of Indian labor trends
πŸ”— Fake News Detection Binary classifier using TF-IDF and ML models on real-world news articles
πŸ”— Credit Card Fraud Detection Classification of fraudulent transactions using ensemble models

✨ GitHub Stats


⚑ Skill Icons (Visual)


πŸ”— Most Active Platform

LinkedIn

I actively build, connect, and grow via LinkedIn. Recruiters and mentors welcome to connect!


πŸ“Œ Professional Mindset

  • 🧱 Building strong fundamentals, not just flashy projects
  • πŸ’‘ Committed to a β€œRepati kosam” mindset β€” what I do today defines what I’ll own tomorrow

πŸ’¬ Want to collaborate or talk tech? Let’s connect on LinkedIn β†’

β€œLet code be your language and learning your currency.”

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  1. AI-BASED-MULTILINGUAL-VOICE-TRANSLATOR-USING-NLP AI-BASED-MULTILINGUAL-VOICE-TRANSLATOR-USING-NLP Public

    Jupyter Notebook 2 1

  2. MULTI-CLIENT-CHAT-APPLICATION MULTI-CLIENT-CHAT-APPLICATION Public

    C 2

  3. Restoring-Noisy-MNIST-Images-Using-Auto-Encoders Restoring-Noisy-MNIST-Images-Using-Auto-Encoders Public

    This project demonstrates how to denoise handwritten digit images (MNIST dataset) using a lightweight Convolutional Autoencoder built with PyTorch.

    Jupyter Notebook 1

  4. UNEMPLOYMENT-AND-INDUSTRY-ANALYSIS-USING-DATA-ANALYTICS UNEMPLOYMENT-AND-INDUSTRY-ANALYSIS-USING-DATA-ANALYTICS Public

    Unemployment & Industry Analysis in India (2019–2020) using Python, EDA, and real-world datasets.

    Jupyter Notebook 1

  5. FAKE-NEWS-DETECTION-SYSTEM-USING-ML FAKE-NEWS-DETECTION-SYSTEM-USING-ML Public

    This project is designed to identify whether a given news article is Fake or True using a machine learning-based classification system.

    Jupyter Notebook 1

  6. CREDIT-CARD-FRAUD-DETECTION-USING-ML CREDIT-CARD-FRAUD-DETECTION-USING-ML Public

    A machine learning–based fraud detection system using Random Forest Classifier trained on real anonymized credit card transaction data. The project focuses on identifying fraudulent transactions wi…

    Jupyter Notebook 1