I am a generative AI expert and master of Recommendation systems. Over the last 3 years, I have been extensively using Python to craft intelligent solutions that leverage the power of Large Language Models (LLM) and AI technologies.
🤖 Expertise in Large Language Models (LLM) and AI:
➜ Fine Tuning: Specialized in persona writing, QnA, medical, legal, and more.
➜ LLM Synthetic Dataset Generation
➜ LLM Evaluation Framework
➜ LLM Deployment: On Cloud platforms like AWS DLC, Lambda, and more.
➜ AI Agents / Voice Bots: Proficient with CrewAI/AutoGen, Amazon Polly, Deepgram.
➜ AI Automation
➜ OS LLM Deployment: On AWS/GCP/RunPod using SkyPilot (vLLM/TGI)
🛠️ Expertise in Full Stack Development:
➜ Golang, Python, Node.js, ReactJS: Building robust and scalable applications.
➜ Front-end & Back-end Integration: Creating seamless user experiences.
➜ Performance Optimization: Ensuring cross-platform compatibility and efficiency.
🌟 Advanced Skills:
➜ AI Agent / Voice Agents: CrewAI/AutoGen / Amazon Polly / Deepgram
➜ LLM Finetuning: Using PEFT / LoRA / QLoRA / RLHF / DPO with Unsloth / Axolotl / Huggingface AutoTrain
➜ Open-source LLMs: LLAMA 3, Mistral 7B, Mixtral 8x7B
➜ Fast Inference: vLLM / TGI
➜ Prompt Engineering
➜ Quantization: AWQ / GPTQ / GGUF / GGML