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GeezerVison is showing github.com β€” jonanata - Overview

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Jonathan Wong jonanata

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Founder@JonaNata | Cloud Architect & AI/ML Lead | Full-stack Engineering & Cybersecurity | Turning engineering into scalable growth for startups & enterprises
1 follower Β· 0 following
  • Jonanata Limited
  • Hong Kong
  • https://www.linkedin.com/in/jonanata/
  • https://blog.jonanata.com/
  • https://credly.com/users/yat-sing-wong
  • https://medium.com/@jonathan78wong
  • https://calendly.com/jonathan78wong
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jonanata/README.md

πŸ‘‹ Hello, I'm Jonathan Wong

Founder@JonaNata | Startups & MNC | Technical Lead | Cloud Architect | AI/ML Lead | Full-stack Engineert

I’m Jonathan Wong β€” founder, consultant, and builder at the intersection of AI, cloud architecture, and practical business transformation. For more than two decades, I’ve led teams across Hong Kong and Canada, helping organizations turn complex technical challenges into clear, scalable solutions.


πŸš€ Core Expertise & Leadership

  • πŸ† 20+ Years Technical Leadership: Veteran Project Manager and Full-Stack Architect. Proven track record leading diverse teams ranging from lean 20-person startup squads to 200+ member MNC IT departments.
  • πŸ¦„ Startup Builder (Pre-Seed to Series B): Expert at building products and engineering teams from the ground up. Instrumental in fundraising and scaling ventures like Notey and Boxful.
  • πŸ’Ό Venture Strategy: Collaborated with venture builders (e.g., Flatiron) to drive growth. Skilled in Lean Canvas methodology, problem interviewing, and data-driven business decision-making.
  • πŸ€– AI & ML Engineering: Developing Gen-AI RAG applications and end-to-end MLOps pipelines to scale modern AI product offerings.
  • 🏦 FinTech & Analytics: Deep experience in credit scoring frameworks (Folio Score) and predictive portfolio risk modeling.
  • 🌐 IoT Orchestration: Architecting multi-protocol bridges (Zigbee/BLE) for industrial and smart-home automation.
  • πŸ“Š IT Governance: Managing cross-departmental operations, enforcing IT security policies, and optimizing multi-million dollar IT budgets.
  • πŸ—£οΈ Trilingual: Fluent in English, Cantonese, and Mandarin.

πŸ›‘οΈ Verified Certifications

  • Credly: Verified Badges

🀝 Let's Build Something Together

I’m always open to discussing new ventures, technical architecture, or startup scaling. Whether you're looking for a consultant or a potential co-founder, let's connect:

  • πŸ’Ό LinkedIn: Professional Profile & Network β€” Let’s connect and share insights.
  • ✍️ Blog: Behind the Build β€” Deep-dive case studies, technical strategy, and engineering leadership beyond the source code.
  • πŸ“… Consultation: Book A Meeting β€” Schedule a 1:1 to discuss your project or technical strategy.

🌟 Featured Portfolio

Project Domain Tech Stack
Bedrock-AgentCore-Support-Agent Cloud AI / Agents Python, AWS Bedrock, AgentCore, MCP, Strands SDK
Vancouver-Traffic-Risk-Predictor-MLops AI/MLOps FastAPI, Docker, Scikit-Learn
Folio-Score-Refinance-Predictor FinTech Python, Predictive Modeling
Resume-Tailor Automation React, FastAPI, LLM Integration
Iot-Gateway-Spring-Boot IoT Java, Spring Boot, Zigbee/BLE
Mars-Oil-Timeseries-GO Data Eng Golang, Time-Series Analysis
Star-Wars-Data-Orchestrator Middleware Node, hybrid search engine, swapi middleware service

πŸ› οΈ Languages & Tools

Go Python Java React FastAPI Docker


πŸ“« Let's Connect

  • Consulting: JonaNata Limited
  • Iot: Smart Home
  • LinkedIn: Jonanata
  • AWS Builder Center: jonanata
  • Dev.io: jonathan78wong
  • Medium: jonathan78wong
  • Email: [email protected]
  • Status: 🌍 Remote OK | 🀝 Open to Co-founder opportunities

Pinned Loading

  1. folio-score-refinance-predictor folio-score-refinance-predictor Public

    Predictive scoring extension for Folio Score 2. Identifies financial renewal and refinance opportunities through strategic attribute selection.

    Jupyter Notebook

  2. iot-gateway-spring-boot iot-gateway-spring-boot Public

    Spring Boot IoT bridge for Bluetooth/Zigbee device orchestration and climate automation.

    JavaScript

  3. resume-talior resume-talior Public

    Full-stack AI resume tailoring engine built with FastAPI and React.js. Features an automated development workflow guided by agent-optimized instructions (dev.md).

    Python

  4. vancouver-traffic-risk-predictor-mlops vancouver-traffic-risk-predictor-mlops Public

    End-to-end Machine Learning pipeline for traffic accident risk prediction. Features exploratory data analysis, predictive modeling, and a containerized FastAPI production service.

    Jupyter Notebook

  5. ai-support-agent ai-support-agent Public

    Autonomous AI Customer Support Agent built with Amazon Bedrock AgentCore & Strands SDK. Features MCP tool discovery, Knowledge Base RAG, cross-session memory, and Python sandbox code execution. Pro…

    Python

  6. mars-oil-timeseries-go mars-oil-timeseries-go Public

    A Go-based data exploration engine analyzing the spurious correlation between Martian surface temperatures and global oil prices.

    Go

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