Full stack Engineer (LLM/Gen AI)
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Im enthusiasm person to learn about new tech stack
2024 to Present
Proposed and utilized the Helsinki-NLP translation LLM to replace manual translation of Chinese technical documentation into English.
Employed Azma-AI's BART-large-text-summarizer to condense descriptions in documentation, exporting the results to .docx format.
Developed multi-AI Agent Systems using CrewAI with the
Zephyr-7b-beta model.
Implemented WebSocket for real-time communication.
Optimized database query speeds, achieving an 83%
improvement.
Integrated with various third-party services.
Built an LlmaIndex RAG for internal use to support client-side issues.
Created a chatbot for documentation summarization using
Python, Streamlit, the Llama library, and the Faiss vector library for similarity search.
Tech Skills : Python, JavaScript, Node.js, Vue.js, Generative
AI, llm, LangChian, Hugging Face, Amazon Bedrock,
InstructLab, Vector Database, Docker, Kubernetes
