🌟 Welcome to my GitHub profile!
I'm Bhavik Shangari, a passionate Machine Learning and Artificial Intelligence enthusiast with a deep interest in robotics and solving real-world problems using advanced computational techniques. My expertise lies in developing and fine-tuning AI models, with a recent focus on Large Language Models (LLMs) and Generative AI.
- 🎓 BTech in Data Science & Artificial Intelligence
*Indian Institute of Technology (IIT) Bhilai - 💡 Passion: Building solutions that bridge the gap between cutting-edge AI and practical applications.
- 🔬 Current Focus: Training and deploying multimodal models, with special attention to low-powered devices and robotics.
- Trained a multimodal model combining SigLip and DINO V2 vision encoders with LLama 3.2 (1B).
- Focused on deploying Vision Language Models on low-powered devices like Jetson Nano.
- Implemented image alignment using Llava 595K v1.5 Data Mixture.
- Designed and built a robotic arm using computer vision, microcontrollers, and linear algebra.
- Mimicked human hand movements for imitation learning and assistance for physically-aided individuals.
- Built a novel Date&Time2Vec embedding method for capturing temporal relations in stock market data.
- Implemented a Transformer architecture from scratch in PyTorch.
- Processed 15 years of stock data with 5M+ data points, combining sentiment analysis and transformer architectures.
- Developed a pipeline for extracting vital signs (e.g., SPO2, ECG) from patient monitor images using YOLO, OCR, and image processing.
- Python, C, C++
- PyTorch, TensorFlow, Hugging Face, Scikit-learn, Keras, OpenCV, NLTK
- Deep Learning: CNNs, RNNs, Transformers, GANs, YOLO
- Generative AI: Fine-tuning LLMs, multimodal integration
- Computer Vision: Image segmentation, restoration, enhancement
- Natural Language Processing: Multimodal alignment, retrieval
- Training Jetson-VLM for improved performance on vision-language tasks.
- Implementing multimodal robotic action control with OpenVLA approaches.
- 🐙 GitHub: Bhavik Shangari
- 💼 LinkedIn: Bhavik Shangari
- 📫 Email: bhaviks@iitbhilai.ac.in | bhavikhangari@gmail.com
💡 Let's collaborate on exciting AI and robotics projects! Feel free to explore my repositories.