Experience

CFI Malaysia

• Financial Services
• 1 - 100 Employee

• Machine Learning Engineer

  • Aug 2023 - Present



Touch 'n Go Group

• Malaysia
• Financial Services
• 700 & Above Employee

• Data Scientist

  • Nov 2022 - Jun 2023



CARE Capital

• Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia

• Quantiative and Algorithmic Trader

  • Sep 2020 - Nov 2022

  First own start-up investment and trading (Statistical testing, algorithm backtesting and Macroeconomic Analysis). Specializing in the followings: - Algorithm trading on executing Long/Short Strategy as well as to speculate profits at a certain level of risk tolerances. - Maintaining a portfolio using excel, python, and api for recording the executed trades and using statistical tools for portfolio management. - Main focus strategy; Statistical Arbitrage, Machine Learning Application, and Mean Reversion Products targeted: - CFD trading on Crude Oil (WTI and Brent Crude) - Major Currency Pairs - US Equities Platform - MT5 Show less



The Fourth R

• Malaysia
• Civic and Social Organizations

• Research and Data Analyst

  • Apr 2021 - Jul 2022



Deriv

• Malaysia
• Financial Services
• 700 & Above Employee

• Quantitative Research Analyst

  • Oct 2021 - Apr 2022



ICM.com

• Financial Services
• 1 - 100 Employee

• Market and Data Analyst

  • Mar 2021 - Oct 2021

  My personal job scope in this part is to deploy data analysis and market analysis with adopting mathematical solution and methods to provide efficiency and sound solution for my tasks given and improvement for our financial service quality. My personal job scope in this part is to deploy data analysis and market analysis with adopting mathematical solution and methods to provide efficiency and sound solution for my tasks given and improvement for our financial service quality.



NGS Analytics Sdn Bhd

• Menara Mitraland, Kota Damansara

• Proprietary Equity and Derivative Trader

  • Jan 2020 - Aug 2020

  • Starting on 2nd February 2020. • Working as a day trader allocated for Japan, Australia, Canada, and Europe Market. • Daily tasks:- Regular day trading in Australia and Europe Markets. As well as trading Nikkei Futures (NK225) at the trading hour. Main tasks:- preparation on chart analysis for closing auctions on mainly stocks for Europe (FDAX/FESX) and Australia (S&P/ASX 200) Markets as well as the Toronto Stock Exchange (TSX) •Adopting the knowledge of how to use the indicators from the Technical Analysis to plan out strategies for daily and main tasks. • Learn how to analyse 30 stocks by tracking the Futures Frankfurt Stock Exchange as an index with technical indicators to analyse the charts. • Overall the lessons that I learn from the internship and principles of day trading on equities is that “an average trader makes a good trade and feels good, but a good trader makes a good trade and feels nothing, do not hung up on emotion”. Nonetheless, the failures I had experience in the firm for making a USD432 loss on Nikkei Index Futures was the biggest mistake I made where things can change immediately and that means I have to act and think fast but not to think to hold more longer in order to profit in the future, risk management is the major reason I learn throughout the journey. Show less



GAMEVIBES

• Belgium

• Founder

  • Dec 2019 - Feb 2020

  Game Vibes is a partnership business with my another 2 friends in the university, 3 of us carry a strong entrepreneurship mindset and determination to come out with an E-Sport Tournament idea for Online Mobile Games due to the concern of the small capital contributed by an investor and sponsorship by the university, however we view E-Sports as one of the fastest growing segment in Malaysia so we quickly grab this opportunity to go through whatever risks come towards us, because risks are always part of the learning process in order to achieve an opportunity. Show less