davidhan

Intermediate Software Developer

Bachelor’s degree in Computer Science with 4+ years of experience across Data Engineering, Machine Learning, Software Development, and Web3. Experienced in building and deploying smart contracts, ERC-20 tokens, NFT collections, and cross-chain decentralized applications using Solidity, Foundry, Web3.js, Chainlink, and Ethers.js. Strong background in SQL, PowerBI, and automation for on-chain analytics and data-driven insights. Additionally, bring 2+ years as an AI Developer, specializing in LLM-based systems, model fine-tuning, reinforcement learning, and vector-database integrations for intelligent agents, document QA, and predictive analytics.



Experience: 5 years

Yearly salary: $0

Hourly rate: $0

Nationality: 🇨🇳 China

Residency: 🇨🇦 Canada


Experience

Machine Learning Developer
Visual & Analytic Computing Lab
2023 - 2023
Developed a scalable machine learning experimentation framework combining PyTorch, MLflow, and custom Python modules to accelerate hyperparameter tuning and model lifecycle management. Ported local training pipelines to high-performance GPU clusters, reducing model training times by over 60% while maintaining reproducibility. Authored comprehensive documentation detailing GPU cluster setup, environment configuration, and workflow best practices.
Software Solutions Engineer
Plataine.Inc
2017 - 2021
Led technical discovery and requirements analysis across 10+ customer engagements, gathering input to inform AI-powered optimization solutions. Developed and deployed custom software modules integrating Python, MSSQL, improving client operations efficiency. Created end-to-end data pipelines to process IoT sensor data streams and deliver real-time recommendations. Authored detailed technical manuals and conducted user training, increasing adoption rates of AI-enhanced solutions. Facilitated cross-functional collaboration between teams and client stakeholders, driving rapid issue resolution.

Skills

big-data
machine-learning
python
solidity
sql
typescript
ai
english
chinese-mandarin