Experience

BlueDot Impact

• United Kingdom
• Higher Education
• 1 - 100 Employee

• Product Manager

  • Nov 2022 - Present

  Building the infrastructure to run courses that accelerate people into high-impact careers with the click of a button 🚀 Building the infrastructure to run courses that accelerate people into high-impact careers with the click of a button 🚀



Data Science for Social Good Foundation

• United States
• Non-profit Organizations
• 1 - 100 Employee

• Data Science for Social Good Fellow

  • Jun 2022 - Aug 2022

  • Predicted energy efficiency ratings of over 660,000 houses in the West Midlands using similarity quantification and random forest model trained on a million rows of publicly available data and proxies • Developed pipeline in PyQGIS to segment roofs of 1.2 million houses in the West Midlands using lidar data, determine roof slope, angle and area, and estimate solar panel energy output • Deployed interactive dashboard using Streamlit with 3D city maps to display insights after running product ideation workshops with partners Show less



Minerva University

• United States
• Higher Education
• 200 - 300 Employee

• Research Assistant

  • May 2021 - May 2022

  • Extracted information on Colombian figures from 364 scanned pages using AWS Textract through binarisation, skew correction, intelligent page marginalia cropping and Named Entity Recognition • Coding flexible workflow to repeat the above for a wider corpus of literature • Revealed connections in Colombian society through network analysis on Gephi • Built web crawler to download and store archival material automatically • Extracted information on Colombian figures from 364 scanned pages using AWS Textract through binarisation, skew correction, intelligent page marginalia cropping and Named Entity Recognition • Coding flexible workflow to repeat the above for a wider corpus of literature • Revealed connections in Colombian society through network analysis on Gephi • Built web crawler to download and store archival material automatically



Maxis

• Malaysia
• Telecommunications
• 700 & Above Employee

• Media Management & Communications

  • May 2021 - Aug 2021

  • Produced 8 Scratch tutorials for STEM Competition from end-to-end including script writing, video editing, sound production and subtitling • Automated emailing personalised certificates to webinar participants using Power Automate and saved hours of menial labour • Effectively curated cross-team reports on Powerpoint through clear, concise and consistent design • Produced 8 Scratch tutorials for STEM Competition from end-to-end including script writing, video editing, sound production and subtitling • Automated emailing personalised certificates to webinar participants using Power Automate and saved hours of menial labour • Effectively curated cross-team reports on Powerpoint through clear, concise and consistent design



USAPPS

• Malaysia
• Education Administration Programs
• 1 - 100 Employee

• Core Committee

  • Mar 2021 - Aug 2021

  • Adapted 13th year of USAPPS (a two-day in-person US education workshop) for Malaysians to a Discord community with almost 600 registrations nationwide • Designed Discord server with polls, lucky draws and text channels to engage with over 400 active members • Managed speakers and content for 13 workshops and 8 classroom simulations including Malaysian students in the US, a Yale-NUS admissions officer, US graduate students and alumni interviewers • Adapted 13th year of USAPPS (a two-day in-person US education workshop) for Malaysians to a Discord community with almost 600 registrations nationwide • Designed Discord server with polls, lucky draws and text channels to engage with over 400 active members • Managed speakers and content for 13 workshops and 8 classroom simulations including Malaysian students in the US, a Yale-NUS admissions officer, US graduate students and alumni interviewers



Modern Author Accelerator powered by Manuscripts

• United States
• Book and Periodical Publishing
• 1 - 100 Employee

• Author, “Purple is the Noblest Shroud” (April 2021)

  • May 2020 - Apr 2021

  • Researched culture, society, architecture, politics and law of 6th century Byzantine history • Consulted with five experts on the Byzantine empire • Self-published a 350-page novel including scale maps of Constantinople and the Great Palace, and a historical timeline to engage readers in the factual basis of the book • Sold almost 200 copies worldwide • Researched culture, society, architecture, politics and law of 6th century Byzantine history • Consulted with five experts on the Byzantine empire • Self-published a 350-page novel including scale maps of Constantinople and the Great Palace, and a historical timeline to engage readers in the factual basis of the book • Sold almost 200 copies worldwide



Minerva University

• United States
• Higher Education
• 200 - 300 Employee

• South Asia & South East Asia Outreach

  • May 2020 - Aug 2020

  • Revamped marketing projects tailored to the region • Designed workshops to increase engagement with organisations related to youth • Created an integrated workspace on Notion that increases the effectiveness of knowledge transfer and collaboration • Consolidated information from all past team members into a single location • Introduced and set up a collaborative inbox for the team • Revamped marketing projects tailored to the region • Designed workshops to increase engagement with organisations related to youth • Created an integrated workspace on Notion that increases the effectiveness of knowledge transfer and collaboration • Consolidated information from all past team members into a single location • Introduced and set up a collaborative inbox for the team



Manai Institute of Science and Technology

• Tokyo, Japan

• Curriculum and Student Experience Designer

  • Jul 2019 - Aug 2019

  • Designed a research project on enzymes for students aged 12-16 who created biodiesel from cooking oil during a one-week camp • Developed curriculum and four educator’s guides to optimise a student’s journey at Manai • Designed a research project on enzymes for students aged 12-16 who created biodiesel from cooking oil during a one-week camp • Developed curriculum and four educator’s guides to optimise a student’s journey at Manai