AI Engineer | Finance + AI + Data Science
- 🔭 Currently building AI platforms for financial document intelligence at FiinGroup
- 📊 Background in Finance + Computer Science (University of Adelaide, GPA: 6.375/7.0)
- 💡 Focused on: LLM Agents, RAG Systems, Computer Vision, Quantitative Research
- 🎯 Mission: Bridge the gap between business problems and AI solutions
- 📫 How to reach me: manh.ha.3218@gmail.com
"Most AI failures aren't technical — they're problems of understanding. Understanding the P&L, the user, the business constraint."
Architected an intelligent query routing system that classifies prompts and autonomously decomposes complex, multi-step financial questions into parallel sub-tasks. Integrated 7+ domain-specific tools for real-time analysis.
Developed a lightweight 2-model EfficientNet-B0 ensemble achieving 68.74% accuracy with only 0.046 GFLOPs, optimized for real-time facial emotion recognition.
Built a Predictive Maintenance model using real-world sensor data from the Australian Rail Track Corporation (ARTC) to detect rail breaks with an F1 score of 0.6.
Built with passion and ☕