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Akshay Kumar

Cloud Solutioning | Machine Learning | Prompt Engineering

Data Science Professional with experience in FMCG, E-commerce and Insurance Domain

Experience in creating E2E pipeline for Data Science based Analytical solutions and Insights starting from understanding BRD and client data to building data pipeline for modelling framework to building model application and publishing output

Worked on building Campaign Attribution, Forecasting and Market Mix models

ML skill ranging from Stastical models to Regression , Decision tree based algo, Clustering and Classification algorithms

Have worked on OCI resources auto-provisioning IAC scripts using Terraform

Filled a patent with Oracle on ML Models Performance Tracking

PGDP in AIML from BITS Pilani

  • Role

    MLOps & AIOps Engineer

  • Years of Experience

    10.2 years

Skillsets

  • CLI
  • Git
  • HDFS
  • k8s
  • MLFlow
  • MongoDB
  • Oracle
  • SAS
  • SQL Server
  • Agentic-AI
  • Elasticsearch
  • GCP
  • GitLab CI/CD
  • HTML
  • Kubeflow
  • LLM
  • MCP
  • Sagemaker
  • Scikit-learn
  • Vertex-ai
  • Time Series
  • SQL - 9 Years
  • PySpark - 2 Years
  • Deep Learning - 1 Years
  • Forecasting - 5 Years
  • Unix Shell Scripting - 5 Years
  • Prompt Engineering - 1 Years
  • Classification - 4 Years
  • clustering - 4 Years
  • Regression - 9 Years
  • AWS - 6.0 Years
  • OCI - 4 Years
  • HiveQL
  • Python
  • PyTorch
  • Tableau
  • Airflow
  • Ansible
  • Docker

Professional Summary

10.2Years
  • Dec, 2020 - Jan, 20254 yr 1 month

    Senior MLops Engineer

    Oracle India

Applications & Tools Known

  • icon-tool

    SAS

  • icon-tool

    PyTorch

  • icon-tool

    Tableau

  • icon-tool

    Docker

  • icon-tool

    k8s

  • icon-tool

    Airflow

  • icon-tool

    Terraform

  • icon-tool

    Terragrunt

  • icon-tool

    Kafka

  • icon-tool

    Ansible

Work History

10.2Years

Senior MLops Engineer

Oracle India
Dec, 2020 - Jan, 20254 yr 1 month
    Achievement: Patent accepted for a novel project.

Achievements

  • Patent accepted for novel project
  • Genie of the year for customer experience
  • Patent accepted for a novel project

Major Projects

4Projects

Models migration to Vertex-AI from Datarobot AutoML

    Migrated models from Datarobot to Vertex-AI ensuring scalability, retaining, logging & monitoring via Vertex-AI.

Automated Email Response (LLM based integration)

    Integrated an in-house LLM model APIs to generate response to MOS tickets from client, passing client specific model params to suit the response body.

Enabled versioning for all existing models

    Enabled versioning for all available models to have version specific instance of model run the training and then score for the same version.

Created a custom image to create a specific instance (EC2 equivalent of AWS)

    Built a new image with oraclelinux-9 slim as base image with only the required patches and tools to get CSSAP approval (OCI approval to use custom image). Used this image as the main orchestrator for running all the API requests.

Education

  • B.Tech in Materials Science

    Birla Institute of Technology & Science, Pilani (2015)
  • PGDP in AIML

    Kantar Analytics (2021)
  • AISSCE (Senior Secondary)

    Jharkhand Academic Council (2010)
  • AISSE (High School)

    Jharkhand Academic Council (2008)

Certifications

  • Pgdp in aiml