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Abhishek Kumar

@abhishekkumar15

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Experienced Backend Engineer specializing in MLOps and cloud infrastructure.

India

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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in ML Ops and backend engineering.

I'm an experienced Backend Engineer with a strong background in designing and deploying end-to-end MLOps pipelines. My expertise lies in ensuring automation, scalability, and reproducibility, which has been instrumental in optimizing machine learning models for enterprise solutions. I have a proven track record in managing cloud infrastructure using Terraform and deploying applications on Azure, enhancing operational efficiency and innovation in ML Ops and backend engineering roles.

Throughout my career, I have successfully implemented CI/CD workflows and integrated secure deployments, utilizing tools like GitHub Actions and Azure Key Vault. My role at BrightSide Technologies has allowed me to work on enterprise AI solutions, leveraging advanced technologies such as Retrieval-Augmented Generation (RAG) and OpenAI to build intelligent search and retrieval systems. I am passionate about driving data accessibility and improving decision-making processes through innovative solutions.

Experience

Work history, roles, and key accomplishments

Current

ML Ops Engineer

Current

BrightSide Technologies GmbH

Jun 2024 - Present (11 months)

Designed and deployed end-to-end MLOps pipelines, ensuring automation, scalability, and reproducibility. Developed and optimized machine learning models for various tasks and managed cloud infrastructure using Terraform on Azure.

MLOps Terraform Azure GitHub Actions Machine Learning Automation Scalability

Software Development Engineer 2

AVR Edge Networks Pvt. Ltd.

Sep 2022 - Jun 2024 (1 year 9 months)

Deployed key reports using Python and Elasticsearch, led product feature development, and built scalable microservices with Django and FastAPI. Automated ETL workflows and enhanced CI/CD pipelines.

Python Pandas Elasticsearch Django fastAPI CI CD Docker Terraform SQL NoSQL

Web Application Developer

Tidyquant Pvt. Ltd.

Oct 2020 - May 2021 (7 months)

Collaborated with clients to create tailored web applications using Django and deployed on AWS. Integrated machine learning algorithms into dashboards for enhanced decision-making.

Django AWS REST APIs Flask Docker Machine Learning PostgreSQL HTML CSS

ICT Engineer

Aura Emanating Teknology Pvt. Ltd.

May 2019 - Oct 2020 (1 year 5 months)

Collaborated with IIT Delhi to construct a High-Performance Computing cluster and developed payroll management systems using Django and Python, improving accuracy and efficiency.

Python Django SQL Nginx Docker Shell Scripting HTML CSS Automation

Education

Degrees, certifications, and relevant coursework

St. Xavier's College

Bachelor of Science, Information Technology

2016 - 2019

Pursued a Bachelor of Science in Information Technology, focusing on the principles of computing, programming, and information systems. Developed skills in software development, data management, and system design, preparing for a career in technology and engineering.