Santhosh Kumar M

Data Engineer

Bengaluru, Karnataka, India7 yrs 3 mos experience

Key Highlights

  • Founding member of a data platform team.
  • Built over 200 data pipelines for critical reporting.
  • Expert in data quality monitoring and architecture.
Stackforce AI infers this person is a Data Engineering expert with a focus on building scalable data platforms.

Contact

LinkedIn

Skills

Core Skills

Data EngineeringData Platform ArchitectureMachine LearningBusiness Intelligence

Other Skills

Apache KafkaKubernetesData PipelinesData Quality MonitoringTrinoDockerAmazon RedshiftPythonApache AirflowScalaSQLMongoDBJavaApache SqoopGrafana

About

Interested in solving problems with data. Particularly the ones which involve distributed systems. Occasional contributor to open source code.

Experience

Licious

2 roles

Data Engineer III

Promoted

Nov 2022 – Feb 2024 · 1 yr 3 mos · Bangalore Urban, Karnataka, India

  • Founding member of the data platform team who built the data platform architecture from scratch
  • Built data pipelines and did data modelling to serve for critical reports. Scaled the practice to
  • serve through 200+ data pipelines
  • Built a centralised platform for data quality monitoring across the organisation
  • Managed POCs and production deployments over Kubernetes for data platform infrastructure.
  • Took ownership of migration from legacy components to performant architecture
  • Implemented data contracts for event-based services with cross team collaborations
Apache KafkaKubernetesData EngineeringData Platform Architecture

Data Engineer II

Apr 2021 – Dec 2022 · 1 yr 8 mos · Bangalore Urban, Karnataka, India

Rapido

Data Engineer

Jan 2020 – Mar 2021 · 1 yr 2 mos · Bengaluru, Karnataka, India

  • Ingestion and transformation of data from multiple system both internal and external to serve reports and modelled data for analysis.
  • Also worked on generating a consolidated metrics store for customer and captain.

Circles.life

Product Development Engineer

Nov 2018 – Dec 2019 · 1 yr 1 mo · Bengaluru, Karnataka, India

  • Clickstream Data Engineering - Built data pipelines surrounding the
  • ecosystem. Setting up workflow clusters and other reporting around it.
  • Interacted with product managers and configured the instrumentation
  • events and data.
  • Data Ingestion from Telco systems - Took care of data ingestion from
  • various telco related systems like BRM and CMS and some non-telco
  • systems. Also responsible for some reporting around it.
  • Data Quality Checker – Implemented workflow for checking data quality
  • between source and destination systems. Flexible to check data quality in the
  • intermediate steps in the pipeline.

Klassifai

Machine Learning Engineer

Jun 2018 – Oct 2018 · 4 mos · Bengaluru, Karnataka, India

  • Personal Assistant Bot - Crawls the web for insights related to a person or a
  • company and present it to the user in a consolidated manner.
  • Procurement Automation – Automated goods procurement from farmers
  • and to the distribution center based on the customer’s requirement.

Visual bi solutions

2 roles

BI Developer

Oct 2017 – May 2018 · 7 mos

  • VBI View
  • Developed the application from scratch.
  • Owns the database section including migrations.
  • Implemented search component using elasticsearch.

BI Analyst

Jun 2016 – Sep 2017 · 1 yr 3 mos

  • Cash Flow Prediction - Predicted the payment date of customers based on
  • their attributes and historic payment patterns. Also estimated the future
  • cash flows by binning the receivable amounts based on predicted payment
  • dates.
  • Sales Forecasting - Predicted sales for a store based on the historic
  • information using periodicity, seasonal patterns and also using promotions /
  • discounts.
  • VBI View - A common platform for all the BI contents of the user, thus
  • avoiding the necessity of the user to search and explore in various BI
  • platforms separately.

Education

National Engineering College, Kovilpatti

Bachelor’s Degree — Computer Science and Engieering

Jan 2012 – Jan 2016

The Sivakasi Lions Matriculation School, Thiruthangal

High School

Jan 2010 – Jan 2012

Thiruthangal Lions Matriculation School, Thiruthangal

Jan 1997 – Jan 2010

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