Sport Analytics · Singapore

Ibrahim Nasaruddin

MSc Sport Analytics — La Trobe University

Hi! Thank you for visiting this page. I'm a sport science graduate with a coaching background spanning youth strength & conditioning, senior fitness and general-population health. I aspire to use data to sharpen performance decisions and surface insight while staying human-first and athlete-centric. Analytics is always a tool in the toolbox that supports the practitioner's judgement, it doesn't replace it.

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5 yrs

In performance

01Selected work

Project index · by domain

FootballPerformanceMethods

hover a point for detail · click to open the project

Football & SPL

Feb 2026 · Python / Streamlit / Plotly / Pandas

Interactive Player Scouting Dashboard

Evaluates Singapore Premier League players from Hudl Wyscout event data — z-score standardisation, head-to-head radar profiles and automated delta tables turn hours of raw stats into one comparison.

Open live app

spl-dashboard.streamlit.app

Performance Science

Dec 2025 · R / Shiny / ggplot2 / dplyr

Netball Performance Dashboard

An R Shiny tool inspired by HPSI work — automates Hudl Sportscode ingestion and shifts analysts from manual tagging to pass networks, momentum tracking and defensive KPIs.

Open live app

shinyapps.io/netball

More work

Survival Analysis for Injury RiskMethods & ML · Jan 2026View on RPubs Performance Analysis with HPSIPerformance Science · Dec 2025Watch on YouTube Predictive Modelling with ML in SportMethods & ML · Nov 2025View on RPubs Dangerousity in BasketballMethods & ML · Oct 2025Request paper & code Predicting Expected Threat (xT)Football & SPL · Oct 2025View on RPubs Apple Watch Heart Rate ZonesPerformance Science · Jul 2025Read on Substack Best Defender for SPL 2024/25Football & SPL · Jun 2025Read on Substack

02Gallery

Dashboard

SPL Player Scouting Dashboard

Streamlit · radar comparison & automated delta tables

Dashboard

Netball Performance Dashboard

R Shiny · pass networks & momentum tracking

Expected Threat (xT) surface
Random-forest xT mapped across the pitch

Best Defender — SPL 24/25
ggplot2 duel & error ranking charts

Survival Analysis — Injury Risk
Kaplan-Meier & Cox proportional-hazard curves

Video

Race Analysis — 2025 SEA Games

Real-time athletics race breakdowns (HPSI)

click any tile to expand · drop a screenshot path into each item's img field to go live

04Experience

Nov 2025 — Apr 2026

Performance Analyst Assistant

High Performance Sport Institute

Built an automated R Markdown + Python reporting workflow that cut report generation from over an hour to seconds. Delivered remote real-time race analysis for athletics at the 2025 SEA Games.

Oct 2023 — Jan 2025

Research Assistant (Exercise Science)

National University of Singapore

Conducted and interpreted VO₂max and anthropometric testing; ran clinical assessments to SOPs.

Oct 2023 — Dec 2024

Speed Coach (Freelance)

MaxForm Pte Ltd

Planned and delivered speed conditioning programmes for youth athletes.

Sep 2023 — Jul 2024

Health & Performance Coach

United World College SEA

Speed conditioning for middle-school athletes with evidence-based pre/post assessments.

Jan 2024 — Apr 2024

Strength & Conditioning (Volunteer)

Lion City Sailors (Women's Team)

Volunteered with AMP Lab, the women's squad's official partner, assisting with LCS WT individual and group physical-development strength & conditioning sessions.

Jul 2021 — Jul 2023

Health Coach · Planning & Research

Sport Singapore — Active Health

Assessments and programmes for working adults, seniors and chronic-disease populations. Led the 'Learning Exercises Against Diabetes' study; 1st runner-up, MCCY Data Arcade 2022 (Tableau).

Jan 2021 — Jul 2021

Research Intern

Home Team Science & Technology Agency

Analysed and visualised human-factors and simulation trial data on frontline vocational demands.

2020

Livestats Statistician (Volunteer)

Singapore Premier League

Recorded live match statistics for SPL fixtures, feeding the league's official live data feed.

2017

Sport Science Attachment

Garena Young Lions

GPS load-monitoring attachment with the club — collecting and processing training-load data to support physical preparation.

Education

Master of Sport Analytics

La Trobe University · 2025 — 2026

LTU High Achiever Scholarship.

BSc Sport Science & Management

Nanyang Technological University · 2018 — 2021

Honours (Distinction). URECA (Distinction), 2020 — Undergraduate Research Experience on Campus. President Research Scholar.

Diploma, Sport & Exercise Sciences

Republic Polytechnic · 2016 — 2018

Merit. RP Scholarship, 2017. Director's Roll of Honour. Module Prize, Sports Coaching.

Toolkit

RPythonSQLRStudioTableauShinyPlotlyggplot2SPSSVS Code

Currently learning

Power BIYOLO / CV