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regnROK/README.md

Hello, there


πŸ’« About me

  • πŸ€– Passionate about AI/ML, Deep Learning, and Computer Vision.
  • πŸ”­ Currently working on a Machine Learning-based question-answering system and real-time transcription systems.
  • ⚑ Exploring techniques like Transfer Learning, Natural Language Processing, and Reinforcement Learning.
  • πŸ“ˆ Enthusiastic about Data Science, Predictive Analytics, and AI Deployment.
  • πŸ—¨οΈ Feel free to ask me about ML frameworks, model optimization, or scalable AI systems.

πŸ› οΈ Languages and Tools:


☁️ Cloud Technologies:


πŸ”₯ Machine Learning Skills:

  • Supervised Learning: Logistic Regression, SVM, Random Forest, XGBoost, k-NN
  • Unsupervised Learning: K-Means Clustering, PCA, DBSCAN
  • Deep Learning: CNN, RNN, LSTM, GANs, Autoencoders
  • NLP: Tokenization, POS tagging, Named Entity Recognition, Transformers (BERT, GPT)
  • Model Optimization: Hyperparameter Tuning, Cross-Validation, GridSearchCV, Bayesian Optimization
  • Deployment: Flask, FastAPI, Docker, AWS, TensorFlow Serving

πŸ”₯ Web Development Skills:

  • Frontend: HTML, CSS, JavaScript, React, Vue.js
  • Backend: Node.js, Express.js, Flask, FastAPI
  • Databases: MongoDB, MySQL, PostgreSQL
  • Version Control: Git, GitHub, GitLab
  • Deployment: Docker, Heroku, AWS, Netlify, Vercel

🌟 Projects:

  • Medical Transcription System: A real-time transcription system for medical data, processing speech using Faster-Whisper, followed by analysis through Llama 3.2 for actionable insights.
  • RAG-Based Financial QA: Building a Retrieval-Augmented Generation model to answer questions from financial documents, providing robust solutions for the finance sector.
  • AI-powered IoT Solutions: Combining Machine Learning with IoT to monitor water quality and detect system failures in real-time.

πŸ”₯ My Stats:

My GitHub stats

GitHub Streak

Top Langs

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