Shreyas B

Co-Founder

Bengaluru, Karnataka, India8 yrs 6 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Led end-to-end big data pipeline creation at Ola.
  • Spearheaded data migration initiatives at InMobi.
  • Developed Ola Play Asset Management Tool, saving significant assets.
Stackforce AI infers this person is a Backend-heavy Data Engineer specializing in Big Data and AI solutions.

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Skills

Core Skills

Ai And Data EngineeringBig Data ProcessingData MigrationTeam LeadershipData Infrastructure SetupBig Data ArchitectureAsset ManagementQuality Assurance

Other Skills

AIAIOpsAJAXAPI DevelopmentApache AirflowApache FlinkApache FlumeApache KafkaApache PigApache SparkAppiumAsset Management ToolAzure Blob storageBack-End Web DevelopmentBig Data

About

Passionate about technology with Git as my daily dairy, I've crafted numerous backend applications and immersed myself in the realm of Big Data systems. My expertise thrives on handling copious amounts of data. Having spent four enriching years at Ola, progressing from SDE1 to SDE2, I spearheaded the creation of end-to-end big data pipelines. Later, at InMobi, I navigated through PetaBytes of Adtech Data, focusing on critical reporting pipelines pivotal to the company's monetization. Taking the helm as a team lead, I led InMobi's core revenue-based team, the SSP. Currently at Dview, I'm on a mission to solve the pervasive data versioning problem faced by organizations. I'm crafting a custom Dview plugin with its own metastore, data statistics, and efficient data handling. Beyond the screen, I find joy in outdoor games like cricket, football, and badminton. Anime serves as a delightful escape. Proudly rallying for RCB and Arsenal, I bring this passion into every aspect of my life.

Experience

Dview

Founding Member (Lead AI and Data Engineer)

Sep 2023Present · 2 yrs 6 mos · Bengaluru, Karnataka, India · On-site

  • Passionate about driving innovation through AI and data engineering solutions. Skilled in maintaining and fine-tuning Large Language Models (LLMs) using MLOps and AIOps methodologies, leveraging Llamaindex and LLangchain to develop AI-powered applications. Instrumental in the development of the Dsense product at Dview. Proficient in Apache Flink, Spark, and Trino for high-scale data processing, with notable contributions to open-source projects like Apache Parquet and Apache Ranger. Ready to collaborate on impactful projects driving the future of AI and data engineering.
Large Language Models (LLM)MLOpsAIOpsApache FlinkSparkTrino+2

Inmobi

2 roles

Lead Software Development Engineer

Promoted

Jan 2023Sep 2023 · 8 mos · Bengaluru, Karnataka, India

  • Led a crucial role in the core team at InMobi, where I served as a team lead overseeing five talented individuals. My responsibilities included actively mentoring the team, providing guidance on tasks, and successfully orchestrating the end-to-end deprecation of Hive-metastore. I spearheaded the migration of the entire catalog to Databricks Unity. Additionally, I strategically planned and executed a comprehensive data migration initiative, transitioning from flat Azure Blob storage to a more efficient hierarchical storage system. This not only streamlined data writing processes but also optimized data querying capabilities.
DatabricksHive-metastoreAzure Blob storageData MigrationTeam Leadership

Senior Software Developer Engineer

Apr 2021Dec 2022 · 1 yr 8 mos · Bengaluru, Karnataka, India

  • At InMobi, I played a pivotal role in establishing True-Metrics for the China team, capturing key metrics such as Actual Ad impressions and Ad prefetched, crucial for monetization. I also led the infrastructure setup, implementing CI/CD with Kubernetes deployment for the China team.Within the InMobi IAP Team, I spearheaded a comprehensive data migration initiative, moving from SnowFlake to Databricks. This involved migrating both historical and incoming data, totaling multiple petabytes in size. Simultaneously, I orchestrated the migration of all data jobs from an outdated Hadoop infrastructure to Databricks Spark jobs.
  • Notable achievements include identifying and optimizing the entire data pipeline, resulting in a significant reduction of over 50% in infrastructure costs for the IAP team. These accomplishments were recognized with Top Performer Ratings for the financial year 2021-22 at InMobi.
True-MetricsCI/CDKubernetesDatabricks SparkData Infrastructure SetupData Migration

Ola electric mobility pvt. ltd.

Software Development Engineer - 2

Oct 2019Apr 2021 · 1 yr 6 mos · Greater Bengaluru Area · On-site

  • I initiated the OlaElectric Data Platform by establishing a robust big data infrastructure capable of handling gigabytes of data per hour. My role involved architecting the entire data flow, covering everything from Data Ingestion to Data Collection, Data Processing, Data Storage, and, Data Querying.
  • A notable contribution includes the creation of the OlaElectric Geofence System. This system provides live tracking of OlaElectric vehicles, incorporating a geofence feature. If a vehicle goes outside the defined fence, it triggers an alert to the station manager.These accomplishments were recognized with the honor of being named Top Performer of the Year for the financial year 2020-21.
Big Data InfrastructureData ProcessingData QueryingBig Data Architecture

Ola (ani technologies pvt. ltd)

2 roles

Software Development Engineer

Promoted

Oct 2018Sep 2019 · 11 mos · On-site

  • I spearheaded the development of the Ola Play Asset Management Tool, designed to meticulously track Ola Play devices and associated instruments, ranging from Android devices to power cords, GPS units, sim antennas, and more. The application implemented a structured and unique life cycle management system for each asset, offering flexibility in tracking repair and maintenance activities. Furthermore, it
  • seamlessly integrated with third-party services for comprehensive monitoring.
  • Noteworthy achievements include saving OlaPlay over 20 lakhs worth of assets that were previously disorganized and prone to loss. The implementation of the Asset Management Tool also played a crucial role in significantly reducing instances of asset fraud and robbery at OlaPlay.
Asset Management ToolThird-party IntegrationAsset Management

Software Development Engineer In Test

Jul 2017Oct 2018 · 1 yr 3 mos · On-site

  • I played a key role in developing Ola Play UI Automation using Appium, Java, and Maven. This automation encompassed both sanity and regression suites, serving as a crucial tool to verify the stability, features, and responsiveness of Ola Play app builds. Additionally, I developed and maintained a terminal command called “Ola”, extensively utilized for debugging Ola Play devices. This command facilitated tasks such as
  • retrieving device stats, pulling device logs, checking device health, and executing various other embedded automations.
  • Noteworthy achievements include being recognized as a Top Performer with a perfect 5/5 rating for the year 2017, my first professional year. I also identified the root cause of a two-month-long bug, contributing significantly to its resolution. Moreover, I successfully released the first version of Ola Telemetry without any production bugs.
UI AutomationAppiumJavaMavenQuality Assurance

Education

BITS Pilani Work Integrated Learning Programmes

Master of Technology - MTech — Data Science & Engineering

Jun 2022May 2024

Sahyadri College of Engineering & Management

Bachelor's degree — Computer Science

Jan 2013May 2017

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