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KoushikScripts/README.md

Greetings, ladies and mentlegen! I'm Surya πŸ€“

People just call me Red

KoushikScripts

πŸ’« About Me:

Training Models, Breaking Baselines, Questioning Hyperparameters | AI/ML Engineer by Day, Model Whisperer by Night | Forever Fine-Tuning πŸ€–

πŸ‘¨πŸ»β€πŸ’» Spirit animal: A neural network; complex on the inside but makes everything look simple.

🧠 Current obsession: Trying to explain to my models that overfitting is NOT a feature.

πŸ‘€ Fun fact: I've spent more time debugging tensor shapes than I'd like to admit.

πŸ™ƒ Favorite Quote: "Know yourself and you will win all battles." β€” Sun Tzu, The Art of War (also applies to hyperparameter tuning)

πŸ“« Mail: red@nskr.me β€” send research papers, project ideas, or memes (especially AI memes).

🌐 Find Me Online:

LinkedIn Let's connect and talk AI, ML, or cybersecurity.

Reddit Lurking in r/MachineLearning and r/LocalLLaMA.

πŸ€– Current Focus:

πŸ”¬ Building and fine-tuning machine learning models for real-world applications

πŸ§ͺ Experimenting with LLMs, computer vision, and deep learning architectures

πŸ›‘οΈ Exploring AI security and adversarial machine learning

πŸ”§ Deploying ML models to production with Docker and cloud platforms

πŸ“š Constantly learning about the latest in transformers, diffusion models, and AGI research

πŸ’¬ Ask Me About:

πŸ€– LLM Fine-tuning & Prompt Engineering - Building smarter AI assistants

πŸ” Computer Vision - From image classification to object detection

πŸ“Š ML Model Optimization - Making models faster and more efficient

🐧 Linux & Cybersecurity - Because security matters in AI too

πŸš€ MLOps & Deployment - Taking models from Jupyter notebooks to production

πŸ’» My AI/ML Arsenal:

🧠 Deep Learning Frameworks

Python PyTorch TensorFlow Keras JAX

πŸ—£οΈ NLP & LLMs

Hugging Face LangChain LlamaIndex OpenAI spaCy NLTK

πŸ‘οΈ Computer Vision

OpenCV YOLO Detectron2 Albumentations

πŸ“Š Data Science & ML Tools

scikit-learn XGBoost LightGBM NumPy Pandas Polars

πŸ“ˆ Visualization & Analytics

Plotly Matplotlib Seaborn Streamlit Gradio

⚑ Model Optimization & Deployment

ONNX TensorRT Triton TorchServe

πŸ”§ MLOps & Experiment Tracking

MLflow Weights & Biases DVC Airflow Kubeflow

☁️ Cloud & Infrastructure

AWS Google Cloud Azure Docker Kubernetes

⚑ Distributed Computing

Ray Spark Dask

πŸ’» Development Tools & Languages

C C++ Java JavaScript Node.js Express.js FastAPI Flask

πŸ—„οΈ Databases & Vector Stores

MySQL PostgreSQL MongoDB Redis Pinecone Chroma Weaviate

πŸ–₯️ Systems & Tools

LINUX Ubuntu Arch Linux Git VS Code Jupyter Vim

Still scrolling? πŸ€–

Go train a model already! πŸš€ If you want to collaborate on AI projects, discuss research, or just geek out about neural nets, hit me up! 🀝

"Disclaimer: Multiple GPUs were harmed (thermally) in the making of my projects."

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