Passionate about crafting intelligent AI-driven systems and robust, high-performance backend solutions.
π My Core Focus:
- π€ AI Engineering:
- Retrieval-Augmented Generation (RAG) & Agentic Systems (Tool Calling, CrewAI, MCP)
- LLM Fine-tuning & Prompt Engineering
- Advanced Image Processing (ComfyUI Workflows, LoRA Model Training)
- Vector Databases (Qdrant, Faiss, Chroma)
- βοΈ Backend Development:
- High-performance RESTful APIs (FastAPI, Spring Boot, ExpressJS)
- Microservices Architecture & Scalable System Design
- Database Management (SQL, NoSQL, GraphDB - Neo4j)
- DevOps & CI/CD (Docker, AWS, Cloudflare, GitHub Actions)
π οΈ Tech Stack Highlights:
- Programming Languages:
PythonJavaScript & TypeScriptC#JavaC++C - Frameworks & Libraries:
LangChainLlamaIndexFastAPIFlaskStreamlitSpring BootLaravelExpressJSReactReact NativeUnity - Databases:
Vector DB (Qdrant, Faiss, Chroma)SQL (MySQL, SQLite)NoSQL (MongoDB, Firebase)Graph DB (Neo4j) - AI/ML & Image Processing:
LLMPrompt EngineeringLLM Fine-tuningRAGAgentic Systems (Tool Calling, CrewAI, Model Context Protocol - MCP)ComfyUI WorkflowsTesseractDiffusion ModelComfyUI WorkflowsHuggingFacevLLMOllamaLlamaCPP - Architecture & Systems:
MicroservicesRESTful API DesignDockerVPS Management (Ubuntu, Linux)Google ColabJupyter - DevOps & CI/CD:
AWS (S3, EC2)CloudflareVercelGitHub Actions - Tools & Processes:
GitN8N AutomationData Crawling/ScrapingUnit Testing
β¨ Key Achievements @ MekongAI:
- π Boosted RAG chatbot accuracy by 15-20%, achieving <2s response times.
- π οΈ Automated 8+ complex business processes with Agentic Systems, saving 5-7 hours/week per team member.
- β‘ Developed FastAPI APIs handling 800 requests/min with <200ms latency.
- πΌοΈ Built 20+ ComfyUI image pipelines (GenAI, FaceSwap, VTO) processing 300-400 images/day.
- π§ Fine-tuned LLMs and trained LoRA models, reducing manual image creation by 30%.
- π§ Email:
pvbang23092002@gmail.com - π LinkedIn: linkedin.com/in/pvbang
"Proactive, detail-oriented, and constantly exploring new frontiers in AI. Committed to delivering robust, scalable solutions that drive real-world impact.β