Hey there!👋, I'm Karan Singh, a Computer Science student engaged in AI, particularly in the areas of Generative AI and real-world machine learning systems (MLOps).
🤖 AI/ML Playground: Built models for NLP (e.g., news summarization with Hugging Face Transformers) and fraud detection using anomaly detection tools like PyOD.
🧠 LLM Adventures: Fine-tuned models like GPT-4o & LLaMA using LoRA and DeepSpeed; built RAG pipelines with LangChain + FAISS, integrating with SQL/NoSQL databases.
📊 Data Detective: Wrangling, analyzing, and visualizing data with Pandas, Scikit-learn, and Seaborn — always hunting patterns.
💻 Tech Toolkit: Python, PyTorch, TensorFlow, SQL, Git, Docker, FastAPI, Stre
8000
amlit — end-to-end ML-ready.
🚀 Performance & MLOps: Used MLflow for tracking, ONNX for model optimization, and CUDA/cuDF for GPU-accelerated workloads.
🏆 Projects & Highlights: Built a few end-to-end AI tools, tackled some real-world challenges, and even landed podium finish hackathons
📊 Find me on Kaggle: kaggle.com/hyter7
