Santhosh Narayanan
Lead Data Engineer
Singapore
Summary
A seasoned professional with a wealth of expertise in data, software and team management. Currently leading the development of a cutting-edge data platform for Love Bonito, designed to deliver a comprehensive suite of solutions spanning from Business Intelligence (BI) to Artificial Intelligence (AI). A proven track record of commitment to innovation and leadership in the tech space, ensuring every project is executed with precision and a forward-thinking approach.
Overview
16
16
years of professional experience
Work History
LEAD DATA ENGINEER
Love Bonito
8 2018 - Current
- Built modern and robust data platform with Databricks, enhancing data accessibility and scalability by 30%.
- Enabled omnichannel analytics with realtime streaming capabilities, resulting in 40% faster insights delivery.
- Improved systems towards AI Engineering by developing and integrating advanced machine learning pipelines, optimizing model training and deployment processes, and ensuring seamless scalability and performance.
DATA ENGINEER
ZALORA
05.2017 - 08.2018
- Enabled data-driven decision-making for supply chain and logistics teams by collecting, transforming, and visualizing data, which provided actionable insights and supported strategic business decisions.
- Applied advanced data-warehouse concepts to design and build efficient data models, ensuring data integrity and improving query performance specifically for supply chain and logistics operations.
- Designed and implemented robust data processing and data crunching systems for complex analysis and optimization, enhancing accuracy and speed of supply chain and logistics operations.
QUALITY ASSURANCE MANAGER
ZALORA
01.2013 - 01.2017
- Ensured overall system and product quality by establishing and maintaining rigorous testing standards, resulting in significant reduction in defects and enhanced customer satisfaction.
- Led development and execution of test automation frameworks, increasing testing efficiency and coverage while reducing manual testing efforts.
- Managed recruitment and onboarding of team members to work on various platforms including Desktop, Web-mobile, Android, and iOS apps, aligning with agile methodologies to ensure seamless integration and productivity.
ASSISTANT SYSTEMS ENGINEER
Tata Consultancy Services
01.2009 - 01.2010
- Engaged directly with customers to gather detailed requirements and conducted collaborative brainstorming sessions with business analysts to evaluate project feasibility, ensuring alignment with client expectations and business goals.
Developed comprehensive test strategy plans tailored to complexity, timeline, and resource availability of each project, optimizing testing processes and ensuring thorough coverage.
Provided regular status updates to clients and higher management, maintaining transparency, and facilitating informed decision-making through clear and concise communication.
Education
MASTER OF SCIENCE IN ELECTRICAL ENGINEERING -
National University Of Singapore
Singapore 01.2011 - 04.2012
BACHELOR OF ENGINEERING IN ELECTRONICS AND COMMUNICATION ENGINEERING -
Anna University
Chennai 05.2024 - 05.2008
Skills
- Data Engineering Tools & Technologies: Apache Spark, Hadoop, Apache Kafka, Airflow, Databricks
- Programming Languages: Python, Scala, Java, SQL
- Data Warehousing: Redshift, Snowflake, BigQuery, Databricks
- Cloud Platforms: Amazon Web Services (AWS), Google Cloud Platform (GCP)
- DevOps & CI/CD: Docker, Kubernetes, Jenkins, Git/GitHub
- Machine Learning & AI: TensorFlow, PyTorch, MLflow
- Database Management: MySQL, PostgreSQL
- Data Visualization: Tableau, Metabase and Power BI
- Analytical Skills: Data Modeling, ETL Processes, Big Data Analytics, Data Quality & Governance, Performance Optimization
- Additional Skills: Business Intelligence (BI), Data Security & Compliance, API Development & Integration, Real-time Data Processing
Timeline
BACHELOR OF ENGINEERING IN ELECTRONICS AND COMMUNICATION ENGINEERING -
Anna University
05.2024 - 05.2008
DATA ENGINEER
ZALORA
05.2017 - 08.2018
QUALITY ASSURANCE MANAGER
ZALORA
01.2013 - 01.2017
MASTER OF SCIENCE IN ELECTRICAL ENGINEERING -
National University Of Singapore
01.2011 - 04.2012
ASSISTANT SYSTEMS ENGINEER
Tata Consultancy Services
01.2009 - 01.2010
LEAD DATA ENGINEER
Love Bonito
8 2018 - Current
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