Hi, I'm Toan "Thomas" Dao
I'm a Data Scientist who builds production-ready ML models, MLOps pipelines, and data solutions that drive real-world impact.
About Me
Hello! I'm Toan "Thomas" Dao, a Senior Data Scientist who transforms complex data challenges into scalable, production-ready solutions that drive measurable business impact.
With deep expertise in machine learning, MLOps, and data engineering, I've collaborated with industry leaders including Unilever, MoMo, and One Mount to architect ML systems that process millions of data points daily.
My passion extends beyond technical implementation to fostering collaborative environments where data-driven innovation thrives. I believe in mentoring emerging talent and building bridges between technical complexity and business strategy, ensuring that every model deployed creates tangible value for stakeholders and end-users alike.
Technical Excellence
A showcase of machine learning, MLOps, and data engineering projects that demonstrate technical leadership and measurable business impact.
EfficientDet.Pytorch
Open-source PyTorch implementation with 1.4k GitHub stars and academic collaboration.
Key Achievements:
- 1.4k stars on GitHub
- 15% parameter compression without accuracy loss
- Academic collaboration with Shanghai Jiaotong University
AI-Powered Demand Forecasting
Enterprise-grade forecasting system improving accuracy by 15% for global supply chain.
Key Achievements:
- 15% improvement in forecast accuracy
- Reduced inventory costs by $2M annually
- Processing 10M+ SKUs daily
Integrated AI Agent Platform
Supply chain platform raising service levels to 90% with automated S&OP processes.
Key Achievements:
- Raised service levels to 90%
- Reduced manual planning by 30%
- Real-time inventory optimization
Enterprise MLOps Infrastructure
Scalable ML pipeline supporting 10+ models with automated lifecycle management.
Key Achievements:
- Automated lifecycle for 10+ models
- Enabled collaboration for 5+ data scientists
- Zero-downtime deployments
Real-time Ad Decision Engine
High-performance engine improving eCPM by 40% and CTR by 60% at MoMo.
Key Achievements:
- 40% improvement in eCPM
- 60% increase in CTR
- 1200 RPS with 100ms latency
Real-time Ad Capping System
Distributed system processing 30M+ events/day with Redis and Pub/Sub architecture.
Key Achievements:
- Processing 30M+ events/day
- Prevented overspending incidents
- Enhanced ad delivery efficiency
Prophet-based Inventory Forecasting
Marketing collaboration system driving 14% increase in campaign ROI.
Key Achievements:
- 14% increase in campaign ROI
- Optimized inventory management
- Cross-team collaboration success
Get in Touch
I'm always open to discussing new opportunities, interesting projects, or how to make the best data-driven decisions.
Location
Available for remote work globally
Ho Chi Minh City, VietnamAvailable for freelance projects and full-time opportunities
Response time: Usually within 24 hours