About Me
Hi, I'm Jetsukda (Jade)—a Data/Analytics Engineer at Tokenomist.ai. I build data pipelines and a data warehouse that powers tokenomics analytics for 490+ crypto projects, helping the team run analyses and shape product features.
My background spans data engineering, crypto analytics, and AI-powered data extraction. I've gone from building OCR engines at a document AI startup to the crypto space.
Outside of work, I play poker, tinker with algorithmic trading, and write about things I learn on this blog. Feel free to reach out if you want to chat.
Work Experience
Data/Analytics Engineer · Tokenomist.ai (Formerly Token Unlocks)
Jul 2023 - Present- Build and maintain data pipelines that collect tokenomics data (vesting schedules, allocations, unlock events, buybacks, burns, and fundraising) for 490+ crypto projects into MongoDB
- Design and operate a BigQuery data warehouse using dlt and dbt, processing 1M+ records/day so the team can run analytics and build product features
Data Engineer · Avareum Capital Fund
Mar 2022 - Jul 2023- Built end-to-end data pipeline with Apache Airflow, Python, and BigQuery—extracting daily on-chain data from Dune Analytics and Transpose APIs for 50+ tokens and 30 liquidity pools
- Analyzed tokenomics and market dynamics of 15+ DeFi projects, providing investment insights for fund allocation decisions
AI Engineer · Ztrus
Mar 2020 - Feb 2022- Developed and deployed AI-powered OCR engine for invoices, bank transfer receipts, and degree certificates using Python, TensorFlow, and OpenCV
- Built digital transformation system processing 5,000+ degree certificates annually, reducing manual processing time by 80%
Data/Analytics Engineer · Tokenomist.ai (Formerly Token Unlocks)
Jul 2023 - Present- Build and maintain data pipelines that collect tokenomics data (vesting schedules, allocations, unlock events, buybacks, burns, and fundraising) for 490+ crypto projects into MongoDB
- Design and operate a BigQuery data warehouse using dlt and dbt, processing 1M+ records/day so the team can run analytics and build product features
- Achieve 90-95% accuracy in automated fundraising data extraction using OpenAI models, building a comprehensive database from 490+ project websites
- Deliver tokenomics consulting for protocol launches, designing token allocation strategies and economic models
- Develop interactive tokenomics design tool using Streamlit, enabling users to model and visualize token allocations directly on the platform
Data Engineer · Avareum Capital Fund
Mar 2022 - Jul 2023- Built end-to-end data pipeline with Apache Airflow, Python, and BigQuery—extracting daily on-chain data from Dune Analytics and Transpose APIs for 50+ tokens and 30 liquidity pools
- Analyzed tokenomics and market dynamics of 15+ DeFi projects, providing investment insights for fund allocation decisions
- Automated portfolio monitoring dashboards in Looker Studio, reducing manual reporting time from 10 hours/week to zero
- Optimized data ingestion through GCS parquet files to BigQuery, improving query performance by 60% and reducing processing time from 2 hours to 20 minutes
AI Engineer · Ztrus
Mar 2020 - Feb 2022- Developed and deployed AI-powered OCR engine for invoices, bank transfer receipts, and degree certificates using Python, TensorFlow, and OpenCV
- Built digital transformation system processing 5,000+ degree certificates annually, reducing manual processing time by 80%
- Engineered intelligent document extraction system using graph-based data structures, improving accuracy from 70% to 95% across 10,000+ invoice documents
- Fine-tuned Tesseract and EasyOCR models with custom data extraction algorithms and quality control validation framework
Skills
PythonSQLApache AirflowdbtdltBigQueryMongoDBTensorFlowDockerKubernetesGCP
Data & Analytics Engineering
Apache AirflowdbtdltBigQueryMongoDBGCSDune AnalyticsLooker Studio
Development
PythonSQLDockerStreamlit
AI/ML
TensorFlowOpenCVOpenAI APITesseractEasyOCR
Cloud Infrastructure
Google Cloud PlatformAzure
Education
B.Eng. in Electronics and Computer System Engineering
Silpakorn University
2016 - 2020 · Thailand
Certifications
- DeepLearning.AI Data Engineering Professional Certificate
- Astronomer Certification for Apache Airflow Fundamentals
- Dagster Essentials | Testing | ETL
Get In Touch
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out!