Doing Quant stuff

Simple options wheeling and volatility trading during earnings.

• Team lead in charge of architecture, development and end-to-end deployment of an automation and computer vision solution for Malaysian speed cameras.• Features include smart offender selection, number plate isolator, in-between-lanes, Malaysia-specific vehicle categorization, AI-based image enhancement for human eyes, and multiple preprocessing methods (automatically and conditionally triggered) for machine eyes, and ANPR optimized for Malaysian number plates.• Increased violations… Show more • Team lead in charge of architecture, development and end-to-end deployment of an automation and computer vision solution for Malaysian speed cameras.• Features include smart offender selection, number plate isolator, in-between-lanes, Malaysia-specific vehicle categorization, AI-based image enhancement for human eyes, and multiple preprocessing methods (automatically and conditionally triggered) for machine eyes, and ANPR optimized for Malaysian number plates.• Increased violations processing capability from 1500 cases a day to virtually uncapped at a ~98% OCR accuracy and ~99% vehicle capture rate, with >85% of cases being able to be fully automated. Show less

• Day-to-day as a Machine Learning Engineer, and consult upper management on the potentials and limitations of various data science solutions as needed• Developed proprietary pre-processing OCR• Deployed a deep learning product recommendation system that overcomes the need of user input to re-rank recommendations as seen in conventional recommendation systems• Developed an automated feature extraction program to deal with large categorical datasets• Proposed AI solutions for… Show more • Day-to-day as a Machine Learning Engineer, and consult upper management on the potentials and limitations of various data science solutions as needed• Developed proprietary pre-processing OCR• Deployed a deep learning product recommendation system that overcomes the need of user input to re-rank recommendations as seen in conventional recommendation systems• Developed an automated feature extraction program to deal with large categorical datasets• Proposed AI solutions for accounts in collections (post-default). • Classify if accounts should be in collections or remain as defaulted (prevents accounts from going into collections pre-maturely)• Predict if accounts will enter collections based on transaction history (flagging of suspicious transaction activity)• Predict probability of full/partial/non recovery of funds and percentage of funds recoverable• Feature generation: Ability-to-Pay (based on demography and history) , Willingness (based on feedback and touch-points) and Pressure scores (based on outgoing touch-points) Show less

• Startup that provides AI as a solution to solve inefficiencies within themedical insurance ecosystem• Validated use-case with prototype ready• Medical cost prediction, policyholder equity score, personalized pricing,treatment and drugs inflation score, narrower cost ranges, hospitalizationevent and cause prediction, MMA schedule matching• Top 10 finalist in 1337 Ventures x FWD Alpha Startup Pre-Accelerator 2021

May 2019 – Nov 2019• Provided data solutions for government and SME clients• Converted data into actionable insights in wellness, Edutech, transportation, CSRand e-commerce sectors• Designed and implemented procedures for data collection, analysis and validation• Implemented ETL workflows based on client data infrastructure• Integrated data across EDM, consumer data, finance, sales and marketing datasources• Utilized complex SQL queries to synthesize business… Show more May 2019 – Nov 2019• Provided data solutions for government and SME clients• Converted data into actionable insights in wellness, Edutech, transportation, CSRand e-commerce sectors• Designed and implemented procedures for data collection, analysis and validation• Implemented ETL workflows based on client data infrastructure• Integrated data across EDM, consumer data, finance, sales and marketing datasources• Utilized complex SQL queries to synthesize business insights• Produced real-time dashboards and visualizations across different levels ofstakeholders• Produced ad hoc Data Stories and Infographics for publication and reportingSkills: Data Visualization, Data Analysis, Advanced Excel, Magento E-commerce, BigQuery, Google Data Studio, EDM Marketing, Zoho Analytics, Metabase, Redash, HeidiSQL Show less

Assist in R&D Innovation or Renovation mini projects from development until commercialization.Assist in Continuous Improvement or supply continuity mini projects initiated by R&D and Supply Chain.Assist in Production Technical Support, Trial Run and Problem Solving.Perform packaging material and finished product evaluation, document update & review, and maintaining R&D documentation.Participate and contribute in R&D related initiatives such as Product Market Basket, Sensory Test… Show more Assist in R&D Innovation or Renovation mini projects from development until commercialization.Assist in Continuous Improvement or supply continuity mini projects initiated by R&D and Supply Chain.Assist in Production Technical Support, Trial Run and Problem Solving.Perform packaging material and finished product evaluation, document update & review, and maintaining R&D documentation.Participate and contribute in R&D related initiatives such as Product Market Basket, Sensory Test & Consumer Science, Value Engineering, Growth Enabler, Shelf Life Evaluation etc. Show less