Anika Sharma
Senior MLOps Engineer
Hyderabad, India · Asia/Kolkata (UTC+5:30) · 9 years of experience
Anika focuses on reproducible model delivery, promotion controls, observability, and rollback.
Request a shortlistWhy this profile fits
Reproducible model delivery
Versions code, data references, configuration, and artifacts so training and promotion can be repeated and audited.
Safe promotion and rollback
Uses evaluation gates, staged rollout, lineage, and a tested rollback path for model changes.
Operational measurement
Monitors service health, data quality, drift, cost, and model behavior with clear ownership.
Relevant toolkit
Python
Kubernetes
MLflow
TerraformCI/CDDelivery evidence
Selected work
Regulated Model Delivery Platform
consumer financeDesigned and delivered a production ML platform focused on feature and model platforms; reduced model release lead time from three weeks to four days with reusable promotion gates. The release included reproducible pipelines, promotion gates, lineage, drift alerts, and a documented rollback path.
Feature Lineage Service
consumer finance operationsBuilt the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.
Relevant experience
Career timeline
Senior MLOps Engineer
2023–PresentDevlyn client assignments · Remote
- Led feature and model platforms delivery for a consumer finance team and reduced model release lead time from three weeks to four days with reusable promotion gates.
MLOps Engineer
2017–2022consumer finance product company (confidential) · Hyderabad, India
- Built production systems in consumer finance, with increasing ownership of reliability, testing, and stakeholder delivery.
Hiring this role?
See how Anika fits the MLOps Engineer role.
Skill depth
Show experience in context.
Relevant experience by skill
See the complete skill index
Languages
Frameworks
Tools
Platforms
Storage
Paradigms
Credentials
Certifications
AWS Certified Machine Learning Engineer – Associate
Amazon Web Services · 2026 · Certified
Databricks Certified Machine Learning Professional
Databricks · 2025 · Certified
Communication
Languages
English
Fluent
More examples
Similar MLOps Engineer profiles.
Peter Horvat
Senior MLOps Engineer
Senior MLOps Engineer with 11 years of experience, specializing in computer-vision operations for manufacturing quality.
PythonKubernetesMLflowTerraform+6
Imani Okafor
Senior MLOps Engineer
Senior MLOps Engineer with 7 years of experience, specializing in forecasting model operations for energy distribution.
PythonKubernetesMLflowTerraform+6
Bruno Martins
Senior MLOps Engineer
Senior MLOps Engineer with 10 years of experience, specializing in real-time recommendation infrastructure for digital media.
PythonKubernetesMLflowTerraform+6