• Added a Gradio UI for multi-modal inferencing using Llama 3.2 Vision in official meta llama repository
• meta-llama github, All functionality has been consolidated into a single file for CLI/UI/Checkpointing
• Fixed RuntimeError in Official Meta repository: probability tensor contains either inf, nan or element < 0
• Added python script to run it completely locally using HF models in RAFT, a combined research of Microsoft, Meta, and UC Berkeley

🚀 Advance techniques for LLMs: Working on improving efficiency of Fine-tuning and RAG using some opensource tools.

• Developed a contextual retrieval mechanism using LangChain, combining overlapping chunks, cosine similarity for top-K filtering (k=100), and BM25 retriever for optimized RAG performance. This is a concept implemented from Anthropic blog Idea.

🚀 Automation Wizard: As an AI Intern at Siemens Technology, I wield the power of algorithms to automate simulations, transforming complex processes into elegant solutions with the magic touch of prompts.

💡 Innovative Solutions Architect: Crafting cutting-edge automation techniques, I collaborate with a team of visionaries to revolutionize simulation workflows, paving the way for efficiency and excellence in engineering.

🔧 Problem Solver Extraordinaire: Armed with deep learning expertise, I tackle intricate challenges head-on, unraveling complexities and streamlining simulations with precision and finesse.

💻 Advanced Techniques Specialist: Implemented multi-GPU training utilizing fault-tolerant mechanisms with TorchRun in PyTorch and worked on Graph Neural Networks (GNNs) to enhance simulation accuracy and efficiency.

🎓 Deep Learning Maestro: Proud graduate of the Deep Learning Specialization by DeepLearning.AI on Coursera, equipped with the knowledge and skills to conquer the realm of artificial intelligence and reshape the future.

I'm currently pursuing a Master of Engineering from BITS Pilani. Passionate about technology and always eager to learn new things!

• 🌍 I'm based in BITS Pilani
• ✉️ You can contact me at [email protected]
• 🧠 I'm learning Deep Learning
• 📝 I also love to write articles. Check out my blog on Medium
• 🤝 I'm open to collaborating on Any open-source project (And also did few)
• Checkout my website https://himanshushukla12.github.io/himanshu-portfolio/

• Fixed RuntimeError: probability tensor contains either inf, nan or element < 0 link
• Added Python script to run it completely locally using HF models in RAFT link
• Fixed code error while doing evaluation in Contextual AI repository link

My GitHub Stats

Currently, I'm honing my problem-solving skills by working through challenges on GeeksforGeeks, with a particular focus on Data Structures and Algorithms (DSA).

• Email: [email protected]
• LinkedIn: Himanshu Shukla