Engineering Student passionate about pushing the boundaries of LLMs
Every model is a lesson, and every fine-tune is an opportunity for mastery. ✨
name: Aditya Kumar Singh
role: Open for AI/ML Research Assistant roles
focus: [LLMs, RAG Systems, Model Fine-tuning, Multi-agent Systems]
currently_learning: [Advanced RAG pipelines, LoRA/QLoRA, Vector Databases, LLM deployment]
research_interests:
- Retrieval-Augmented Generation
- Few-shot & Zero-shot Learning
- Model Compression & Optimization
- Prompt Engineering & Chain-of-Thought
| 🧠 | Advanced RAG Systems Building production-grade retrieval pipelines with hybrid search and reranking |
| 🎯 | LLM Fine-tuning Implementing LoRA/QLoRA for domain-specific model adaptation |
| 🤝 | Multi-agent AI Developing autonomous agent systems for complex problem-solving |
| 📊 | Model Optimization Quantization, pruning, and efficient inference strategies |
| 🔄 | Evaluation Frameworks Custom benchmarks and metrics for LLM output quality |
⭐️ From Adiaparmar
Thanks for visiting! Feel free to reach out for collaborations or discussions