Apr 2021 – Feb 2024 · 2 yrs 10 mos · Changi, East Region, Singapore

• Managing a team of awesome Data Analysts, Data Scientists and Data Engineers to enable solving business problems with the help of data.
• Playing the devils advocate to all decisions taken within the data team :)
• Work with stakeholders to identify and define data problems from business problems. Provide guidance to various data teams. work with leads from various department to define the vision and roadmap for the data team.

Apr 2018 – Apr 2021 · 3 yrs · Singapore

• Data Analytics
• Lead and manage AI and ML activities, and ensure alignment to business objectives and strategies
• Collaborate with stakeholders to identify AI opportunities that will drive new business initiatives and growth
• Develop Scoring algorithm (brain of our SAAS product) using Hybrid system (machine learning model and rule-based models), deployed on Django server with REST-API
• Develop Recommendation system for investment side (Buy sell platform), deployed in Flask
• Assist in defining deliverables and distribution of the team's cycles for sprints in each product development cycle
• Develop algorithms and pragmatic solutions towards automation and optimisation
• Measure, track and reports day to day KPI’s using Tableau, google analytics, other reporting tools with various department – Growth, Marketing and Business teams
• Data Management/Engineering
• Managing Brunei data management office, including daily data processing and screening tasks
• Developing and streamlining data collection strategy with CI/CD pipeline using Apache Airflow and Amazon Redshift.
• Developing CD/CI pipeline using Airflow and data universe for Fundnel using Amazon Redshift

Jun 2016 – Mar 2018 · 1 yr 9 mos · Singapore

• Data Science
• Power Bi: Measure, track and creation of dynamic reports KPI using data studios, google analytics and tableau.
• Data warehousing: Designed & developed pricing engine with data warehouse for diamond prices and diamond related data in Microsoft SQL Server (ETL Process) & web services (REST API) using Django.
• Information Extraction: Developed web crawlers and information extraction system using Selenium and Python.
• Time Series Forecasting: Analysed diamond market prices trend from 1982 to 2017 to find patterns, trends and correlation relationship creation of diamond index. Applied machine learning (time series) to predict future diamond production/prices.
• Reporting: Deployed Analytics work stream from scratch with real time comprehensive reports for Business development, operations and Regulatory team using Power BI and Microsoft SQL.
• Text mining: Analysed twitter data for market sentiment/affinity.
• Market Research
• White Papers: Published detailed research reports providing analysis of diamonds as an investment commodity including correlation analysis, risk-returns analysis and portfolio management. Worked on quantitative analytics with Bloomberg and Credit Swiss researchers.
• Diamond Index: Created & published index encompassing products listed SDiX and beyond the exchange products, but within the framework of our Exchange.
• Strategy Analysis: Worked as market research team and business development team to strategize launch, composition and pricing model of new products on SDiX.
• Accomplishments:
• Successfully built and deployed end to end solution for data driven process using data science and warehousing stack.
• Published two white papers: Diversify your portfolio with Diamonds as an asset class and Invest in diamonds with transparency.

Aug 2015 – Mar 2016 · 7 mos · Singapore

• Scribing data from various websites using Selenium, Beautiful Soup and urllib packages in Python
• Performing text mining methods over scribed data using nltk and other packages
• Building machine learning model using scikit-learn packages as per business requirement- Multi Classification Problem.
• Using IBM Watson (Alchemy API) to do sentiment mining.

Apr 2014 – Nov 2014 · 7 mos · Pune, Maharashtra, India

• Automated various processes of Nightly Build and to calculating scorecard using shell script
• Analyzed, optimized and reduced time of Nightly Build load by 3 hours using Informatica Mapping
• Enhanced and converted various PL-SQL code into Informatica Mapping
• In-house training on Data Warehousing, Informatica (ETL Tool) and Tera Data Database

Feb 2014 – Mar 2014 · 1 mo · Noida Area, India

• Automated complete Portal (Health Software) using Selenium and Java Framework to test the Software
• Created and scripted 130 Test Cases using Junit to check for bugs on daily basis
• Worked as Manual tester for IOS Team to identify the bugs in the Software

May 2012 – Oct 2012 · 5 mos · New Delhi Area, India

• Facilitated complete set up of Lucideus Tech Pvt Ltd in terms of Marketing, Administration & Technology at New Delhi
• Organized various workshops on Ethical Hacking in prestigious Colleges ( IIT Bombay, IIT Delhi and IIT Guwahati )
• Raised funds within company from zero investments to 1M INR Turn Over within 7 Months

Dec 2011 – Dec 2011 · 0 mo · Noida

• Hands-on Experience in Troubleshooting and Data Monitoring of IT related work
• Worked and configured Access Switches and VOIP Phones

May 2010 – Jun 2010 · 1 mo · Dadri, India

• Study the complete networking of ERP Portal and optimized it
• Studied complete working of Thermal and Gas Power Plant