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Udit Sharma

Platform Engineering {CI/CD, MLOps} | IIIT-H

Bengaluru

7+ years of work experience

Weave
Oct 20251 yrPresent

India

Platform Engineering @Weave
Komprise
May 20232 y 4 moSep 2025

Bengaluru, Karnataka, India

1. Ownership of the Release Pipelines Platform (building the binaries + packaging them in required formats like OVA, Azure VHD, AWS AMI). 2. Contributed to Eng-Productivity initiatives like, high-fidelity perf-testing environments with integrated metrics exporter, automated lifecycle management of dev test-infra environments, infra-benchmarking tool for customer environments, crash-injection tooling for KCFS, etc. .... and more.
Glean
May 20221 yMay 2023

Bengaluru, Karnataka, India

Engineering Productivity @Glean 1. Instrumentation Platform of CI/CD build Pipelines (Open Telemetry + BigQuery) 2. CI/CD Pipeline optimisations (bazel remote caching + remote builds + pre-merge Test Selection + build graph optimisations) + precommit hooks (NullAway for Java, flag unused dependencies in Java) + Observability via Jira+Slack Automation. 3. Built an ephemeral CI/CD validation plane (SQLite + Elasticsearch) for ML ranking models, eliminating shared-staging data corruption and reducing offline evaluation time to under 10 minutes. ... and more. [Techstack : python 3.x, docker, Bazel utils, GCP utils, BigQuery, DataStudio, Spinnaker]
Mindtickle
Jan 20211 yr 5 mosMay 2022

Pune Division, Maharashtra, India

CI/CD Infra, ML Quality @CallAI 1. Improved CI Pipelines with pre-commit custom hooks, linters, and code-coverage metrics. 2. Automated developer-workflows (with cli support) for DB ACL approvals, versioned perf-test beds for gunicorn tuning, shadow-deployments for A/B Testing and reaper-service for migration of cold ML datasets. 3. Designed a metadata-driven data quality platform for 5TB+ datasets, 400+ tables, and 10K+ automated validation checks per day. 4. Built a versioned NLP dataset platform that transformed raw ASR transcripts into reproducible PyTorch-ready datasets with configurable tokenization, sliding-window generation, and metadata manifests [Techstack : Terraform, python 3.7x, Kubernetes , AWS S3, AWS Postgres, AWS EMR, Git, GreatExpectations]
Komprise
Jan 20191 y 11 moDec 2020

Bangalore Urban, Karnataka, India

CI & Deployment Platform @Komprise 1. Automated Upgrade-Paths in Cloud & On-premise deployments, with Audit Trail. 2. Internal Developer Platform on top of Vmware Hypervisor & AWS. 3. Optimised CI build pipelines with parallelisation of build-steps. 4. Designed an automated Hotfix-Release Deployment Service (targeted at our cloud env customers), replacing the previous manual process. 5. Python 2 to 3 Migrations of legacy CI/CD pipelines. [Techstack : python 2.x, Robot TDD Framework, powershell scripting, bash, VMware Hypervisors(pyvmomi library support), Java 8, ELK Stack, AWS utils]

Udit’s AI Stack

claude code
claude code

Education

International Institute of Information Technology Hyderabad (IIITH)

Master of Science - MS, Computer Science & Engineering

International Institute of Information Technology Hyderabad (IIITH)

20161 yr2017
International Institute of Information Technology Hyderabad (IIITH)

Bachelor of Technology - BTech, Computer Science & Engineering

International Institute of Information Technology Hyderabad (IIITH)

20124 yrs2016

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Headline

Platform Engineering {CI/CD, MLOps} | IIIT-H

About

Interested in Platform Engineering (CI/CD strategies, DevX, Test-Infra etc), MLOps and Quantum Computing.

Location

Bengaluru

AI stack

claude code

Work experience

Senior Platform Engineer at Weave, Oct 2025 - Present · 1 yr, India, Platform Engineering @Weave

Senior Software Engineer at Komprise, May 2023 - Sep 2025 · 2 y 4 mo, Bengaluru, Karnataka, India, 1. Ownership of the Release Pipelines Platform (building the binaries + packaging them in required formats like OVA, Azure VHD, AWS AMI). 2. Contributed to Eng-Productivity initiatives like, high-fidelity perf-testing environments with integrated metrics exporter, automated lifecycle management of dev test-infra environments, infra-benchmarking tool for customer environments, crash-injection tooling for KCFS, etc. .... and more.

Software Engineer - Developer Productivity at Glean, May 2022 - May 2023 · 1 y, Bengaluru, Karnataka, India, Engineering Productivity @Glean 1. Instrumentation Platform of CI/CD build Pipelines (Open Telemetry + BigQuery) 2. CI/CD Pipeline optimisations (bazel remote caching + remote builds + pre-merge Test Selection + build graph optimisations) + precommit hooks (NullAway for Java, flag unused dependencies in Java) + Observability via Jira+Slack Automation. 3. Built an ephemeral CI/CD validation plane (SQLite + Elasticsearch) for ML ranking models, eliminating shared-staging data corruption and reducing offline evaluation time to under 10 minutes. ... and more. [Techstack : python 3.x, docker, Bazel utils, GCP utils, BigQuery, DataStudio, Spinnaker]

Software Development Engineer-II at Mindtickle, Jan 2021 - May 2022 · 1 yr 5 mos, Pune Division, Maharashtra, India, CI/CD Infra, ML Quality @CallAI 1. Improved CI Pipelines with pre-commit custom hooks, linters, and code-coverage metrics. 2. Automated developer-workflows (with cli support) for DB ACL approvals, versioned perf-test beds for gunicorn tuning, shadow-deployments for A/B Testing and reaper-service for migration of cold ML datasets. 3. Designed a metadata-driven data quality platform for 5TB+ datasets, 400+ tables, and 10K+ automated validation checks per day. 4. Built a versioned NLP dataset platform that transformed raw ASR transcripts into reproducible PyTorch-ready datasets with configurable tokenization, sliding-window generation, and metadata manifests [Techstack : Terraform, python 3.7x, Kubernetes , AWS S3, AWS Postgres, AWS EMR, Git, GreatExpectations]

Software Engineer at Komprise, Jan 2019 - Dec 2020 · 1 y 11 mo, Bangalore Urban, Karnataka, India, CI & Deployment Platform @Komprise 1. Automated Upgrade-Paths in Cloud & On-premise deployments, with Audit Trail. 2. Internal Developer Platform on top of Vmware Hypervisor & AWS. 3. Optimised CI build pipelines with parallelisation of build-steps. 4. Designed an automated Hotfix-Release Deployment Service (targeted at our cloud env customers), replacing the previous manual process. 5. Python 2 to 3 Migrations of legacy CI/CD pipelines. [Techstack : python 2.x, Robot TDD Framework, powershell scripting, bash, VMware Hypervisors(pyvmomi library support), Java 8, ELK Stack, AWS utils]

Education

Master of Science - MS, Computer Science & Engineering, International Institute of Information Technology Hyderabad (IIITH)

Bachelor of Technology - BTech, Computer Science & Engineering, International Institute of Information Technology Hyderabad (IIITH)