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Senior Machine Learning Engineer / Data Scientist

Heicoders Academy

Instructor

Gojek

Data Scientist

Data Analyst

Kuprion Inc

R&D Assistant

Fave

Growth Planner

Nanyang Technological University

Research Assistant

Xfers

Marketing Analyst

🤖 I use analytics, machine learning and deep learning to fight spam content at work. Classic ML algorithms, time series analysis, natural language processing, or computer vision are just some examples of the techniques I’ve used.

🧑‍🏭 I like learning and teaching things! I'm a chemical engineer turned data scientist. I self-learnt pretty much everything to move into tech. I'm now pursuing my Master's in Computer Science, teaching at a data science bootcamp, and sharing data science knowledge online.

Let’s connect. 
Personal site: https://www.travistang.com
Email: travistang.vh@gmail.com

Travis Tang

Packt

•	Owned product lifecycle of tech book publications from development to release.
•	Coordinated roadmap priorities across Product, Editorial, Engineering, and Marketing.
•	Built Power BI dashboards to track KPIs and enable data-driven leadership decisions.
•	Oversaw post-launch content strategy to ensure ongoing alignment with product goals.
•	Acted as cross-functional liaison, mitigating risks and ensuring smooth delivery.

Relationship Lead

•	Owned end-to-end development from concept to launch, defining roadmap and backlog in JIRA.
•	Partnered with UI/UX on wireframes and prototypes to deliver intuitive learning experiences.
•	Released AI/GPT-powered workflows, raising session duration by 20%.
•	Optimized SEO for 7,500+ items, boosting discovery and trial-to-paid conversions (~20%).
•	Monitored KPIs with Analytics tools to guide improvements and reduce churn.

Associate Product Owner - Learning Hub

•	Defined product vision, roadmap, and backlog; managed JIRA tickets with user stories and acceptance criteria.
•	Conducted user research and competitor analysis; collaborated with UI/UX on wireframes and user flows.
•	Oversaw QA and UAT to validate features before release and ensure quality.
•	Executed SEO strategy, generating 25K+ clicks and 900K+ monthly impressions (CTR 4.5–6.5%).
•	Tracked KPIs with Google Analytics, Heap, and Power BI to optimize platform performance.

Associate Product Owner - Article Hub

•	Led go-to-market for £20K+ LTV publications, influencing strategy with data-backed insights.
•	Owned lifecycle of tech book products from idea to publication, defining MVP content.
•	Conducted discovery calls, interviews, and competitive research to identify needs.
•	Validated concepts through lean experiments and rapid prototyping.
•	Coordinated cross-functional teams, removing blockers and aligning priorities

Associate Product Manager

•	Prospected and onboarded global tech experts to author high-value publications.
•	Validated book ideas through discovery calls and market research.
•	Accelerated acquisition-to-launch cycles by optimizing editorial workflows.
•	Built and nurtured expert relationships across developer communities.
•	Earned Trailblazer Award and 6 times-Star Performer Awards for top performance.

Business Development / Acquisition Editor

•	Researched emerging tech trends to propose innovative product opportunities.
•	Conducted surveys and studies to guide roadmap and content strategy.
•	Produced data-driven reports for leadership on product positioning.
•	Validated concepts with developer community feedback.
•	Supported editorial teams with market insights and product ideas.

Technical Researcher

•	Reviewed and tested code samples across 39+ technical publications.
•	Ensured accuracy and clarity of technical content before release.
•	Resolved GitHub issues and provided feedback to improve UX.
•	Collaborated with authors and editorial teams to maintain quality standards.
•	Supported product teams by bridging user feedback and content improvements

Technical Editor and Code Testing

Glanz Fabrics

I worked as a database administrator for Glanz Fabrics' ILoveSales e-commerce website. On the website, I was responsible for the following tasks:

- Helping build the structure and design of the database
- Restoring lost data
- Building test versions and testing for bugs
- Updating systems when necessary and creating data backups
- Monitoring database and website performance and identifying problems that arise
- Updating Cover images/description, background images/description, Sales images/description, Product images/description and more.
- Create and manage database reports, visualizations, and dashboards.
- Be available for on-call support as needed.

Database Administrator

I’m a Product Manager with 5+ years of experience leading cross-functional teams to build scalable digital platforms. My expertise lies in turning data and customer insights into product strategies that drive growth, engagement, and retention.

At Packt Publishing, I’ve:

* Boosted user engagement by 25% and increased trial-to-paid conversions to ~20% through Learning Hub releases.

* Scaled Article Hub to 900K+ monthly impressions and 25K+ clicks by executing data-backed SEO strategies (4.5 to 6.5% CTR).

* Released AI-powered workflows that improved session duration by 20%, while streamlining processes with automation.

What sets me apart is my ability to bridge business, design, and engineering teams—aligning stakeholders, managing backlogs, and delivering features that not only meet requirements but also create real impact.

I’m passionate about exploring how AI, analytics, and agile methodologies can accelerate product innovation. My approach combines strategic vision with hands-on execution, ensuring products don’t just launch—they grow, scale, and succeed.

💡 Always open to conversations about Product Management, Project Management, or digital innovation opportunities where I can bring my skills to deliver meaningful results.

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Travis Tang

Deepesh Patel

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