I will build rag agents and llm finetuning

Generative AI Developer | AI Engineer | Algorithm Engineer

An AI Engineer from Singapore, leveraging years of hands-on experience working on AI, LLM and Edge-deployed AI application projects to help startups and small businesses integrate AI into their business. Worked professionally in big corps such as Intel, Mediatek, and Jabil - delivering reference AI solutions and designs to tier 1 customers such as Google, Lenovo, and Asus. Has experience in publishing research paper on Financial Reinforcement Learning.

My services / skillsets:

• Local LLM Finetuning - Finetunes LLM up to 14B with Lora using a 5090 GPU.
• LLM RAG - chunking, ingestion, retrieval, multimodal.
• LLM Agents, MCP and workflows.
• LLM Integration and Backend- Openai, Huggingface, Ollama, vLLM
• MLOps/LLMOps - CICD, AWS, MLFlow, Grafana, Langfuse/Langsmith.
• AI-powered app development - React, Tauri.
• AI Algorithms and Optimizations - Transformers, BERT, SPD, MOE, Matformer, quantization.

My tools:

• Frameworks: Unsloth / Langchain / Llamaindex / Huggingface / Openai / Ollama / Vectordb
• Language: Python / C++ / React / Tauri
• IDE: Vscode