Summary
Overview
Work History
Education
Skills
Phone
Infrastructure
Data Processing & Analytics
Architecture
Languages
Timeline
Generic

Sumeet Sharma

Singapore

Summary

Seasoned Engineering Manager with over 12+ years of working experience in Backend Engineering and real-time stream processing working in Fraud&Risk and feature engineering domains across big organizations and startups under tight deadlines and limited resourcing. Driven system integrations, architecture, and built teams from scratch.

Overview

13
13
years of professional experience
4
4
years of post-secondary education

Work History

Software Consultant 6

Aster Lion Consulting Company Limited
07.2023 - Current

I am in the position of an Engineering Manager handling projects related to pricing engine and order accounting.

Engineering Manager

Shopback, SG
12.2021 - 06.2023
  • Managing Risk Engineering teams, cross-collaborated with several BUs for integrations and worked with machine learning teams for delivering several risk online models and built graphs, rule engines, and velocity monitors which have contributed by saving on avg 30-40K USD/month and keeping the credit/fraud risk below 2% of GMV.
  • Managing feature engineering teams responsible for delivering Experimentation and flag initiatives that have increased development efficiency by 60-70% across org. Real-time feature engineering initiatives have reduced the development work of online feature development from 5 days to 1 day.
  • Regularly conduct operational cost audits. One such audit resulted in optimization saving 8K USD monthly on RDS.
  • Actively involved in improving MLOPs lifecycle.
  • Other responsibilities - Manage code and design reviews, planning resourcing, hiring, performance, and mentoring of engineers. Manage stakeholders and maintain high-performant team culture.

Engineering Lead

Agoda
01.2017 - 08.2021
  • Managed customer fraud, payment fraud and money laundering detection teams contributed to saving ~80-100K USD fraud threat per day.
  • Built several tools such as real-time fraud detection pipelines, rule engines, fraud backoffices, system endpoints for integrations, velocity monitors.
  • Lead Generic feature ingestion pipeline initiative which cut down real-time feature requirement's time to market from 2 weeks to a few hours and provided an end-to-end latency of 40 seconds.
  • Established TDD culture.
  • Scaled centralized identity management service to distributed identity management for handling scale and future-proofing.
  • Involved in code reviews, design reviews, hiring and mentoring engineers.
  • Involved in technical/product roadmap discussions and managing cross-team stakeholder management.

Senior Software Engineer

Talentica
07.2013 - 12.2016
  • Lead work in building and managing talent recruitment tool called talentpool.
  • Major contribution was converting the on-premise software to SAAS-based service.

Application Developer

IBM
07.2011 - 07.2013
  • Provide maintenance and support for projects (client Blue Cross Blue Shield, Minnesota
  • Develop features, bug fixes and gather requirements for a server management tool called ManageIT (client AMEX)
  • As a personal initiative and value-add to the account, built a web application for Remote Log Checking

Education

NIT Surat B.Tech Electronics (CGPA 8.75 / 10) -

SVNIT
Surat, India
07.2007 - 07.2011

Skills

    Engineering Management

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Phone

+65-84368066 (Whatsapp)

Infrastructure

AWS, ElasticCache, Redis, Mysql, MSSQL, Cassandra, Neo4j, Mongo

Data Processing & Analytics

Spark 3, Spark Structured Streaming, Akka-http, hdfs, kafka, hive, hadoop

Architecture

Microservices, Real-time stream processing, Distributed systems, High Availability/Scalability

Languages

Java, Scala, Python, nodejs 

Timeline

Software Consultant 6

Aster Lion Consulting Company Limited
07.2023 - Current

Engineering Manager

Shopback, SG
12.2021 - 06.2023

Engineering Lead

Agoda
01.2017 - 08.2021

Senior Software Engineer

Talentica
07.2013 - 12.2016

Application Developer

IBM
07.2011 - 07.2013

NIT Surat B.Tech Electronics (CGPA 8.75 / 10) -

SVNIT
07.2007 - 07.2011
Sumeet Sharma