
Jonathan Wong Engineer Philippines jong@bld.ai	Jonathan is an expert and has several years of experience in data engineering, data science, and agentic AI platforms with several tools and models; cloud computing platforms like AWS and Azure, and with mobile development on Android and iOS. He has developed agentic AI workflows such as social media chatbots, agent tool calling with RAG workflows, OCR and computer vision. He has developed machine learning algorithms such as stock prediction engines, risk analysis, retail sales forecasting, supply chain management tools, digital twin optimization for deliveries, data ingestion of complex sensor data types, economic and financial modelling, among others. He also has developed and released multiple mobile apps in native Android and React-Native for cross-platform development.		Work Experience bld.ai January 2018 - Present January 2018 - Present Data Scientist and Software Engineer Agentic AI Implemented chat agents with tool calling and memory management based on various personas, and agent orchestration for social media platforms Implemented agents for OCR and cabinetry dimension interpretation Data Science Implemented economic and financial models for an oil and gas company Implemented a digital twin model for an app that simulates the optimal route for truck deliveries Implemented various ML workflows and pipelines in Azure, AWS, Prefect, KNIME, etc. Implemented a model for risk rating for a fintech company Data Engineering Performed ETL for GIS data into usable data for a mining company Implemented data ingestion of complex sensor data types Implemented scraping of various websites icannhas, inc. May 2013 - December 2017 May 2013 - December 2017 Data Scientist and Software Engineer Data Science Created a recommendation app for a bank that recommends a buy or sell position in the stock market Implemented a model for a risk analysis app for a bank that recommends loan approvals Implemented a model that predicts and analyses monthly sales for a retail company Created an app for a content/advertising company that optimizes and analyses which content and ad to show to its users Data Engineering Implemented scraping of various websites Created workflows for cleaning data Education Ateneo de Manila University June 2009 - March 2014 June 2009 - March 2014 Bachelor's Degree in Applied Mathematics Majors in Mathematical Finance Skills Algebra Alteryx Amazon Web Services (AWS) Android programming Apache Airflow Azure Computational finance Geographics Information Systems Investment analysis Java KNIME MATLAB MS Excel Marketing analytics Microsoft Transact-SQL MySQL NLP (Natural Language Processing) Pandas PostgresSQL Python R Retail sales analytics Risk & Credit analytics TensorFlow Transportation analytics scikit-learn

Jonathan Wong

Engineer

Philippines

Jonathan is an expert and has several years of experience in data engineering, data science, and agentic AI platforms with several tools and models; cloud computing platforms like AWS and Azure, and with mobile development on Android and iOS. He has developed agentic AI workflows such as social media chatbots, agent tool calling with RAG workflows, OCR and computer vision. He has developed machine learning algorithms such as stock prediction engines, risk analysis, retail sales forecasting, supply chain management tools, digital twin optimization for deliveries, data ingestion of complex sensor data types, economic and financial modelling, among others. He also has developed and released multiple mobile apps in native Android and React-Native for cross-platform development.

Work Experience

bld.ai

January 2018 - Present

Data Scientist and Software Engineer

Agentic AI

Implemented chat agents with tool calling and memory management based on various personas, and agent orchestration for social media platforms
Implemented agents for OCR and cabinetry dimension interpretation

Data Science

Implemented economic and financial models for an oil and gas company
Implemented a digital twin model for an app that simulates the optimal route for truck deliveries
Implemented various ML workflows and pipelines in Azure, AWS, Prefect, KNIME, etc.
Implemented a model for risk rating for a fintech company

Data Engineering

Performed ETL for GIS data into usable data for a mining company
Implemented data ingestion of complex sensor data types
Implemented scraping of various websites

icannhas, inc.

May 2013 - December 2017

Data Scientist and Software Engineer

Data Science

Created a recommendation app for a bank that recommends a buy or sell position in the stock market
Implemented a model for a risk analysis app for a bank that recommends loan approvals
Implemented a model that predicts and analyses monthly sales for a retail company
Created an app for a content/advertising company that optimizes and analyses which content and ad to show to its users

Data Engineering

Implemented scraping of various websites
Created workflows for cleaning data

Education

Ateneo de Manila University

June 2009 - March 2014

Bachelor's Degree in Applied Mathematics Majors in Mathematical Finance

Skills

Algebra

Alteryx

Amazon Web Services (AWS)

Android programming

Apache Airflow

Azure

Computational finance

Geographics Information Systems

Investment analysis

Java

KNIME

MATLAB

MS Excel

Marketing analytics

Microsoft Transact-SQL

MySQL

NLP (Natural Language Processing)

Pandas

PostgresSQL

Python

Retail sales analytics

Risk & Credit analytics

TensorFlow

Transportation analytics

scikit-learn