Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Bikash Medhi

Guwahati

Summary

Experienced in building and deploying machine learning applications on Vertex AI within Google Cloud, with a focus on monitoring and logging ML pipelines. Proficient in leveraging Google Cloud services such as Pub/Sub, Cloud Storage, BigQuery, and Cloud Functions to design data pipelines for ingestion, transformation, and model integration. Adept at automating workflows, ensuring scalable, efficient ML operations across global markets.

Overview

4
4
years of professional experience
1
1
Certification

Work History

MLOPs Engineer

IBM
Bengaluru
04.2022 - Current
  • Developed and deployed 5 machine learning applications on Vertex AI, leveraging Google Cloud services for robust, scalable solutions.
  • Designed and implemented end-to-end ML pipelines, integrating data ingestion (Cloud Storage), transformation (BigQuery), and model training.
  • Monitored and logged ML pipelines using Vertex AI for performance tracking, ensuring efficient model operations and proactive issue resolution.
  • Expanded services to support additional countries, enabling global scalability.
  • Utilized Google Cloud services for automating and streamlining workflows with Pub/Sub, Cloud Storage, BigQuery, and Cloud Functions.
  • Built and optimized data pipelines for seamless ingestion, transformation, and integration with machine learning models.

Test Engineer

IBM
Bengaluru
01.2021 - 02.2022
  • Conducted comprehensive API manual testing using Postman to ensure the functionality, performance, and reliability of APIs.
  • Collaborated with development teams to identify, report, and resolve issues, ensuring APIs met business and technical requirements.

Education

B.Tech ( ECE ) -

National Institute of Technology
Assam
06-2020

Class 12th -

Salt Brook Academy
Assam
04-2015

Class 10th -

St. Theresa's School
Assam
04-2013

Skills

  • Vertex AI,BigQuery, Cloud Storage
  • Pub/Sub, Cloud Functions
  • Python, Numpy, Pandas
  • ScikitLearn, TensorFlow, PyTorch
  • Machine Learning and Deep Learning
  • Docker, Terraform, Kubernetes
  • Git, GitHub, Artifact Registry ( GCP )
  • SQL, Excel
  • Statistics, Probability and Linear Algebra

Certification

  • Google Cloud Digital Leader
  • Google Cloud Certified – Associate Cloud Engineer

Timeline

MLOPs Engineer

IBM
04.2022 - Current

Test Engineer

IBM
01.2021 - 02.2022

B.Tech ( ECE ) -

National Institute of Technology

Class 12th -

Salt Brook Academy

Class 10th -

St. Theresa's School

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Bikash Medhi