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Jash Radia

Jash Radia

Detail-oriented Data Scientist and Ex-Data Engineer with 4.5+ years of experience in AWS, Azure and GCP; designs, develops and maintains highly scalable, secure and reliable data structures. Working closely with software architects and analysts to understand business requirements to develop comprehensive data products. Expert in Model building, statistics, tuning, LLM summarization in conversational AI.
  • Role

    Data and AI Engineer

  • Years of Experience

    5 years

Skillsets

  • ELT
  • DevOps
  • Tableau
  • Cloud
  • PMS
  • Architect
  • Design
  • Exchange
  • On
  • Statistics
  • Golang
  • Data Processing
  • Prometheus
  • Git
  • Grafana
  • Big Data
  • Data Modelling
  • Docker
  • stored procedures
  • ETL
  • Node Js
  • Databricks
  • Node
  • Kubernetes
  • Database
  • BigQuery
  • JS
  • EKS
  • Quality Assurance
  • Power BI
  • Pyspark
  • ML
  • GDPR
  • Security
  • Hive
  • AWS - 3 Years
  • Machine Learning - 2 Years
  • Machine Learning - 2 Years
  • Data Engineering - 5 Years
  • Generative AI space - 2 Years
  • llm prompt engineering - 2 Years
  • Azure - 3 Years
  • Azure - 3 Years
  • AWS - 3 Years
  • AI
  • GCP - 3 Years
  • GCP - 3 Years
  • ETL/ETL developer - 5 Years
  • Python - 5 Years
  • Python - 5 Years
  • LLM - 2 Years
  • LLM - 2 Years
  • SQL - 5 Years
  • NLP
  • Java
  • Big Query
  • Data Structures
  • Pub/Sub
  • CI-CD
  • Hadoop
  • Solidity
  • Analytical
  • SQL - 5 Years
  • Data Ingestion
  • R
  • Time Management
  • Composer
  • Spark
  • Blockchain
  • Airflow

Professional Summary

5Years
  • Aug, 2024 - Present 7 months

    Senior Software Engineer

    DoorDash
  • Jul, 2022 - Jul, 20242 yr

    AI Engineer

    Google
  • Jun, 2021 - Jun, 20221 yr

    Senior Data Engineer

    ZS
  • May, 2018 - Jun, 2018 1 month

    Blockchain Intern

    Cygnet Infotech - Ahmedabad, India
  • Jan, 2019 - May, 2019 4 months

    Blockchain Intern

    Robert Bosch
  • Jun, 2019 - Jun, 20212 yr

    Data Engineer

    ZS

Applications & Tools Known

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    AWS

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    Azure

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    GCP

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    Snowflake

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    Databricks

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    Collibra

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    EMR

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    Glue

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    Airflow

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    ADF

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    Azure Functions

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    DevOps

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    EKS

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    Prometheus

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    Grafana

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    RDS

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    Control-M

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    S3

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    ADLS

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    Dataiku

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    Hyperledger Fabric

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    Docker

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    Smart Contracts

Work History

5Years

Senior Software Engineer

DoorDash
Aug, 2024 - Present 7 months

    Building Data and AI enabled products with an aim to be 1% better every day!

AI Engineer

Google
Jul, 2022 - Jul, 20242 yr

    Contributing to Conversational Al Insights product with the help of various NLP and LLM and classification models with aim of improving contact centre experience and enabling Insights.


    Gathering feedback for Pre-GA features from early adaptors of GCP enterprise customers and help improve the product as a part of the incubation team.

Senior Data Engineer

ZS
Jun, 2021 - Jun, 20221 yr
    • Led a team that built a Snowflake based configuration driven and logging enabled Data Processing platform on AWS and Azure utilizing features like Stored Procedures, Data Exchange and Sharing, Fine Grain security and Airflow/ADF as orchestrator


    • Bagged over 2 million USD in projects with multiple clients that ended up using the Snowflake and Databricks framework we created on AWS and Azure


    • Incubated ideas and demos to destroy data silos and implement a Data Mesh that works with any cloud platform using Collibra as a Data Catalog, Starburst as a virtualization layer and Immuta for federated governance


    • Managed task and project planning and mentored teams with HLD, LLD for building enterprise data ingestion and processing solutions using AWS (EMR/Glue with Airflow), Azure (Databricks with ADF) and Snowflake for Clients


    • Improved performance existing Databricks pipeline on Azure by 30% using ADF, Azure Functions and Azure DevOps


    • Led a team that built a Snowflake based configuration driven and logging enabled Data Processing platform on AWS and Azure utilizing features like Stored Procedures, Data Exchange and Sharing, Fine Grain security and Airflow/ADF as orchestrator Bagged over 2 million USD in projects with multiple clients that ended up using the Snowflake and Databricks framework we created on AWS and Azure Incubated ideas and demos to destroy data silos and implement a Data Mesh that works with any cloud platform using Collibra as a Data Catalog, Starburst as a virtualization layer and Immuta for federated governance Managed task and project planning and mentored teams with HLD, LLD for building enterprise data ingestion and processing solutions using AWS (EMR/Glue with Airflow), Azure (Databricks with ADF) and Snowflake for clients Improved performance existing Databricks pipeline on Azure by 30% using ADF, Azure Functions and Azure DevOps

Data Engineer

ZS
Jun, 2019 - Jun, 20212 yr

    Transformed the data landscape for multiple AWS based clients by building end to end enterprise big data ingestion and processing solutions using PySpark and SQL complex transformations and DQM validations.

    Significantly contributed to Data modelling, STTM (source to target mapping), design documents for all client projects to ensure highest quality of deliverables


    Bootstrapped ZS' findings on running Spark on EKS well before it was bundled with AWS as a part of R&D team. Also created monitoring dashboards for Spark jobs on EKS using Prometheus and Grafana

    Migrated traditional on-prem ETL/ELT pipelines to AWS cloud using technologies like EMR for compute, RDS for audit, Airflow, Control - M for orchestration and S3/ADLS for storage, Dataiku for ML-Ops

Blockchain Intern

Robert Bosch
Jan, 2019 - May, 2019 4 months

    Worked on developing a test bed for permissioned blockchain frameworks like Quorum, Hyperledger Fabric and Sawtooth. Also developed Ethereum light node on Raspberry Pi with wallet(s) flashed on Arduino(s).

Blockchain Intern

Cygnet Infotech - Ahmedabad, India
May, 2018 - Jun, 2018 1 month

    Worked on recommendation system through AI on podcasting application and Developed a supply chain management application on BigChainDB, a Blockchain framework.

Achievements

  • Presented the incubated product using Generative AI in Google Cloud
  • Facilitated Tech Talk for Googlers on Data Mesh with Dataplex and BigTable and received appreciation from Director of AI at Google - 2023
  • Published blog on Data mesh in the GCP developer community on Medium with over thousands of views - 2023
  • Facilitated learning session of Big Data in ZS with audience of all levels - 2020
  • Organizer in Bosch Blockchain Hackathon in Bangalore -2019 Spokesperson at Infocrats club - 2018
  • GeeksForGeeks Campus Ambassador for Nirma University- 2018

Education

  • Bachelor of Technology in Information Technology

    Institute of Technology, Nirma University, Ahmedabad, India (2019)

Certifications

  • GCP certified Professional Data Engineer

    Google
  • GCP Professional Machine Learning Engineer

    Google
  • GCP Professional Machine Learning Engineer

    Google