• Coursework: Engineering Mathematics, Mechanics, Thermodynamics, Design Methods, Programming (Python/MATLAB), Materials Science.
• Imperial SatHack 2026 — 1st Place (60+ teams; satellite construction and orbital programming challenge).

• Built Python data pipelines ingesting 24,000+ Malaysian property transactions; automated market analysis and editorial reporting workflows.
• Conducted quantitative competitor analysis of major property platforms: data strategy, monetisation models, and SEO positioning.
• Delivered data-driven insights for weekly editorial output read by 200,000+ monthly users.

• Conducted research on Hot Form Quench (HFQ) metal forming processes across aluminium, high-strength steel, titanium and composites.
• Performed hands-on lab work: springback characterisation, forming limit diagrams (FLD), microstructural analysis.
• Secured competitive departmental funding; results contributed to ongoing academic publication.

• Designed tooling jigs and fixtures in Fusion 360 for fiberglass insulation panel production; identified and resolved a recurrent mould alignment defect, cutting rework time by ~4 hours/week.
• Documented manufacturing processes across two production lines; supported composite process optimisation through design iteration and hands-on fabrication.

• As Head of Marketing, led a team of 12 running campaigns for 1,000+ member society; managed cross-committee promotions and digital strategy.
• Built and maintained firm relationships for speaker events, campus recruiting, and sponsorship partnerships with major finance institutions.

• Organise monthly duathlon events for 3,000-member community; manage logistics, safety, timing, and participant communications for 100+ attendees per race.
• Restructured sponsor engagement to a recurring model; negotiated RM 2,000/month from international food and nutrition brands.

• Built Python trading algorithms across 7 instruments: market making (linear regression + vol modelling), Black-Scholes option pricing, counterparty signal detection.
• Top 150 in UK out of 12,000+ global participants; achieved Sharpe ratio of 2.4 on final portfolio.

• Full-stack application: React frontend, Node.js/Express API, PostgreSQL database, deployed on Vercel + Supabase.
• Integrated Plaid API for live bank transaction ingestion; Yahoo Finance for real-time portfolio valuation and P&L tracking.
• Automated transaction categorisation using rule-based classifier; live in daily personal use.

• End-to-end design and build: geometry optimisation (CAD), structural simulation (FEA, Ansys), aerodynamic modelling (CFD, SimScale), TIG welding fabrication, road testing.
• Achieved 6% improvement in speed-to-power ratio vs stock geometry; secured $1,000 in project funding from external supporters.

• Led four-person team: developed investment thesis, sector analysis, relative valuation framework, and portfolio construction strategy. Top 50 in Malaysia across 500+ competing teams.