
Ikhwan Muhammad

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About me
VP of Data and Strategy at CAMP Investment Technologies
Education

Canadian International Matriculation Programme
2006 - 2007Activities and Societies: CIMP Trekking Club, CIMP Frisbee Club

Monash University Malaysia
2007 - 2010Business and Commerce Marketing, E-BusinessActivities and Societies: Monash Music Club, Monash Taekwondo Club, Monash Nature Society.
Experience

IDC
Feb 2011 - Apr 2014-Manage and build relationship with IT services vendor in Indonesia.-Collect, process, and analyze qualitative and quantitative Information regarding IT services market in Indonesia and transform it into report, presentation, and consulting services.Including but not limited to services such as: 1. Cloud Computing2. Mobility3. Big Data4. Social Media Responsible for Market research in:1. Printer Consumables Tracker, Indonesia and Malaysia2. Large Format Printer Tracker, Indonesia3. Projector Tracker, IndonesiaWhich encompasses:1. Creation of the Input Module (using macro VBA in excel)2. Build and Maintain relationships with IPDS vendors3. Collection of quantitative and qualitative Data4. QC5. Analysis and presenting data to clients
Market Analyst - IT Services
Apr 2013 - Apr 2014Market Analyst - Imaging, Printing, and Document Solution
Feb 2011 - Apr 2013

Lazada Indonesia
Apr 2014 - Dec 2014Business Planner and Analyst- Conducted detailed analysis reports on Lazada performance using a variety ofvariables- Developed targets and actionable business plans based on data, creativity, andexpertise- Generated novel key product performance metric to highlight opportunities- Utilize data to formulate new exclusive product launch

Alfacart
Jan 2015 - Dec 2016Head of Business Intelligence & Data Management- Established and developed the Alfacart BI team- Led the BI team in utilizing data for enhanced decision-making and operationalefficiency- Collaborated with departments to ensure access to essential information forinformed decision-making through diverse BI tools- Automated reporting processes to optimize data delivery- Produced on-demand reports using Tableau to meet business requirements- Collected, merged, and cleansed data for accurate and holistic analysis across variousbusiness functions- Created live dashboards for real-time monitoring of key business metrics- Designed algorithms with direct impact on business outcomes such as pricerecommendations, boosting scores, product recommendations, and traderidentification. Show less

UMG Myanmar
Jan 2017 - Jun 2017Lead Project Manager- Spearheaded the design and optimization of business processes- Developed the framework for web and app platforms- Built interactive dashboards using Power BI- Designed the organizational structure for a new startup project- Created and implemented market entry strategies

Grab
Jun 2017 - Aug 2019- Oversaw the building and expansion of the data analytics team in Indonesia (ID)- Facilitated knowledge sharing of business insights among analysts in multiplecountries- Developed and managed key reports and dashboards for Indonesia and regionalteams- Managed the second most utilized data source at Grab- Utilized data to conduct market feasibility studies for new verticals- Implemented data automation to support scalability in new verticals- Improved company cost efficiency by reducing losses from abuse. Show less
Acting Head of Economic and Analytics
May 2019 - Aug 2019Country Lead Business Analytics
Jun 2017 - May 2019

LinkAja
Aug 2019 - Jun 2021Head of Data Analytics & Business Intelligence Group- Spearheaded the development, management, and leadership of various data andanalytics units including Data Science, Analytics, and Data Management- Successfully implemented Looker as the company’s preferred BI platform- Designed the architecture for the data lake and data warehouse- Developed datamarts and semantic layers to optimize data modeling- Established a data platform for scalable and efficient merchant data cleanup- Generated initial user scoring and merchant clustering for improved businessinsights- Enhanced the quantity and quality of reports and insights delivered to the company- Conducted A/B testing on business activities to drive informed decision-makingprocesses Show less

Grab
Jun 2021 - Dec 2021Head of Strategic Planning, Grabmart- Formulated short- and long-term strategies to propel business growth- Oversaw budget planning, monitoring, and control processes- Identified product gaps to improve customer satisfaction and ensurecompetitiveness- Collaborated with stakeholders from marketing, campaigns, operations, commercial,sales, and product teams to execute action items.

Tokenomy
Jan 2022 - Dec 2023- Oversaw daily operations of Data and Marketing teams- Improved content creation efficiency by leveraging AI for script writing, translation,quality checks, and video generation- Utilized data to inform strategic decision-making and enhance planning processes- Implemented data alerts to notify management and operations teams about assetflow movements - Led the development and management of the datamart and its processes in the datawarehouse- Developed and managed data models and master datasets in Power BI- Created dashboards, reports, and alerts in Power BI and Metabase- Analyzed and monitored business performance to drive actionable insights
VP of Growth
Apr 2022 - Dec 2023Head Of Analytics
Jan 2022 - Apr 2022

CAMP Investment Technologies
Jan 2024 - nowVP of Data and Strategy- Spearheaded the implementation and management of the company's datainfrastructure- Designed and developed dashboards, scheduled reports, and data alertsBuilt investment simulation tools to backtest various investment strategies- Conducted data analysis and research to provide insightful information for investors- Developed a comprehensive curriculum on Bitcoin fundamentals for educationalpurposes- Delivered investment insights to clients through research articles based on historicaldata Show less
Licenses & Certifications
- View certificate

Machine Learning Fundamentals in R
DataCampAug 2019 - View certificate

Network Science in R: A Tidy Approach
DataCampAug 2019 - View certificate

Fraud Detection in R
DataCampAug 2019 - View certificate

Neuroscience for Parent
Brain Academy - BelgiumApr 2021 - View certificate

Statistical Inference with R
DataCampAug 2019 - View certificate

Text Mining With R
DataCampAug 2019 - View certificate

Shiny Fundamentals with R
DataCampJul 2019 - View certificate

Data Scientist with R
DataCampJul 2019 - View certificate

Data Analyst with R
DataCampJul 2019 - View certificate

Statistics Fundamental With R
DataCampJul 2019
Volunteer Experience
Vice President
Issued by Menrva Foundation for Science and Reason on Aug 2011
Associated with Ikhwan Muhammad
Languages
- enEnglish
- baBahasa indonesia
- baBahasa melayu
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