Jan 2020 - Present
DANONE AQUA - Using social media to understand key trends driving Indonesia. Tracking and following key business, government, think tank, individuals who are influencing sustainability in Indonesia.
GOING T0 SCHOOL - (IKEA FOUNDATION) - Working with CEO and senior management to build robust impact assessment for the programme
FILMSTAR AND CELEBRITY - Expanding fan base
Dec 2017 - Dec 2019
ATI MOTORS - RESEARCH ASSOCIATE
As part of the autonomy team, the role involved researching and developing algorithms for the autonomous vehicle to understand its environment.Online Landmark Detection : Detecting landmarks in an industrial settings and estimating its location. Identifying free parking space : Agents needs to know which of the parking bay is free. Kidnapped Robot problem : Robot is lost and needs to know where it is on the map. Drift correction with Lane markings.
Oct 2015 - Dec 2017
GENERAL STREET - AI SCIENTIST
Finding machine learning solutions to support business decision making.Identifying problems area for clients, planning use cases, setting outcome targets, building machine learning models, validating on unseen dataset.
Nov 2014 - Oct 2015
FRONTALRAIN TECHNOLOGY- TEAM LEAD
Conceptualized and designed a price and market discovery model for agriculture commodities. Extracted, compiled data (Local and International prices, trade data, shipping and logistic costs) to design a price anomaly model to take advantage of information asymmetry.
March 2010 - Oct 2014
PRODUCT MANAGER/FOUNDER - EUROTAS ONLINE
Data Analytics and deal intelligence platform for PE,VC and Bankers. Led the venture and its product development. Built a datasets of 1M+ company, 25k+ investors, 82k+ deal transaction records; Platform saw 35,000 Users and 75,000+ Page Views per month
Sept 2008 - Feb 2010
PARTNER - SLOKA CAPITAL
Led a financial advisory practice. Developing financial and valuation models for companies in Financial Services, Internet and Healthcare. Number crunching on industry, economy and public market data for transactions, pitch deck and reports. Closed multiple private fund placement deals for companies
Data Science &
Data Extraction and Exploration, Data Wrangling, Analytics, Deep Learning, Computer Vision, Natural Language processing, Robotics, Time-series modelling, Probabilistic Modelling, Deep GenerativeModels, Reinforcement Learning, Graph Machine Learning, Big Data
Programming language, database, ML Library, Visualization tool and other
Financial Modelling, Valuation, Fund raising, Business Planning, Product Management, Idea to Market, Team Management,