Resume

Dat Vo Dinh +84 xxx-xxx-xxx | hello@dinhdat.com | dinhdat.com | github.com/datvodinh | linkedin.com/in/datvodinh Work Experience Senior AI Engineer – [REDACTED], Vietnam May 2026 – Present • Own end-to-end product development for [REDACTED], an AI marketing platform that transforms natural-language briefs into brand-aware images and videos through multimodal generation, reusable workflows, and creative review. • Work directly with P&Ls including [REDACTED] to define business requirements, validate prototypes, and translate stakeholder feedback into prioritized product and engineering work. • Collaborate with Platform and DevOps teams to deploy the application to the user acceptance testing (UAT) environment, aligning infrastructure requirements and resolving deployment dependencies. Product Engineer – [REDACTED], America Jan 2026 – Present • Owned the full product lifecycle for the AI agent orchestration platform, translating customer needs into shipped features across discovery, implementation, launch and iteration. • Optimized app performance and user experience by unifying the core execution engine, reducing system latency by 90% and achieving 99% reliability for agents and workflows. • Doubled product traffic and user activation while maintaining a high retention rate by streamlining onboarding, enhancing core workflow reliability, and improving the overall stability of high-usage product paths. Founding Engineer – [REDACTED], Australia Apr 2024 – Present • Architected and shipped an air-gapped, BYOC data platform that deploys a complete AI/ML stack in approximately 5 minutes. Delivered one-click, multi-cloud clusters with secure-by-default services, reducing costs by up to 70%. • Designed and shipped user-facing agentic applications for the SaaS platform, streamlining infrastructure deployment and reducing the learning curve for users with little infrastructure experience. • Built a service that deploys GPU Kubernetes clusters with Ray Serve + vLLM, bringing them online in approximately 10 minutes and exposing LLM/multimodal endpoints with per-tenant isolation. • Implemented automatic and real-time database change data capture and replication for RDBMS, creating slowly changing dimension sink tables in data lakehouse architectures such as ClickHouse and Apache Iceberg. • Built a distributed, scalable multimodal data ingestion pipeline capable of processing and indexing millions of unstructured data points with Ray + Dagster, and deployed it on Kubernetes clusters. Machine Learning Engineer – [REDACTED], Vietnam May 2022 – Jul 2023 • Researched and implemented three Deep Reinforcement Learning algorithms, achieving top performance on 95% of benchmark environments in head-to-head evaluations against other agents. • Developed three gym-based multiplayer environments for algorithm research, optimized with NumPy and Numba JIT, simulation performance reaching up to 1,000 games per second. • Researched about Japanese stock market, crawled data from 3 different sources: Minkabu, MarketWatch and YahooJP and cross-checked to ensure the credibility of sources, cleaned and prepped for training algorithms. Technical Skills AI/ML: PyTorch, Transformers, Ray, vLLM, LangGraph. Data: SQL, Dagster, Kafka, PostgreSQL, ClickHouse, Iceberg. Engineering/Cloud: Python, Go, TypeScript, FastAPI, React, Docker, Kubernetes, AWS, GitHub Actions. Projects UChat for ULIS: Built an agentic chatbot for the University of Languages and International Studies (ULIS) to help current and prospective students. The chatbot provides current information about enrollment, degree programs, school history, and other topics. Available through Zalo Official Account. Link: https://zalo.me/ulisvnu RAG Chatbot (500+ Stars): Developed a fully local and private chatbot solution with hybrid document retrieval strategies, built for educational purposes. Link: https://github.com/datvodinh/rag-chatbot.git Open Source Contributions: Contributed the integration of my RAG chatbot with Ollama to the Ollama repository (100k+ stars) and fixed a hybrid fusion retrieval bug in the LlamaIndex repository (40k+ stars). Education Hanoi University of Science and Technology Aug 2021 – Aug 2025 B.Sc in Data Science and Artificial Intelligence – GPA: 3.4/4.0 Vietnam