Shivakant Dubey

About Shivakant Dubey

I am a Lead MLOps and AI Engineer with 8+ years of experience across Machine Learning, Data Science, Generative AI, LLMOps, and large-scale production systems. I bring strong depth in model development and statistical foundations, combined with hands-on expertise in building robust, scalable, and cost-aware ML/AI platforms.My background spans end-to-end AI system design—from data ingestion, feature engineering, and model development to MLOps, LLM evaluation, observability, and governance. I have extensive experience delivering production solutions in cloud-native environments (AWS, Azure, GCP), particularly in high-scale, regulated, and mission-critical domains.I specialize in bridging research and production, ensuring models and AI agents are not only accurate but observable, explainable, reliable, and cost-efficient.What Differentiates Me.> I treat prompts, models, and pipelines as production assets, not experiments.> I combine statistical rigor with engineering discipline.> I prioritize evaluation, observability, and cost governance alongside accuracy.> I am comfortable operating across research, platform, and business layers.

Experience

1. Lead Engineer

   TransUnion

   Mar 2025 — Present · Bengaluru, IN

   Lead Engineer - MLOps, GenAI, Data ScienceAs a Lead Engineer at TransUnion, I leverage my expertise in MLOps, Generative AI, and Data Science to drive impactful projects and lead a talented team. My role involves collaborating with Data Scientists and Data Engineers to deploy and operate advanced machine learning models, automating and streamlining model development and operations. I design and implement scalable MLOps frameworks, develop ML pipelines, and ensure robust monitoring and troubleshooting of models in production.Key Responsibilities:Lead and mentor a team of MLOps engineers, providing technical direction and guidance.Architect and optimize MLOps workflows, enhancing model deployment and maintenance processes.Innovate and develop cutting-edge GenAI models and algorithms, integrating them into products.Oversee data collection, cleaning, and preprocessing to ensure high-quality inputs for models.Create visualizations to communicate insights and influence decision-making.Develop and maintain CI/CD pipelines for ML models, ensuring automated testing and deployment.Implement robust monitoring systems to track model performance and quickly resolve issues.

Education

• Karim City College

  12th, Computer Science

  2010 — 2012

• SDM College of Engg & Tech , Dharwad

  Bachelor of Engineering - BE, Computer Science

  2013 — 2017

• edX

  AWS Developer Series, Computer Software Engineering

  2019 — 2020

• St. Xavier English high School.

  Matriculation, 10th

  1999 — 2010

• University of California, Berkeley

  Professional Certification in Foundations of Data Science, Computer Systems Analysis/Analyst

  2019 — 2020

• Harvard University

  Professional Certification in Data Science, Mathematics and Statistics

  2019 — 2020

Skills

• Project Management
• Web Design
• Javascript
• C
• Programming
• Microsoft Office
• Microsoft Powerpoint
• Management
• Teamwork
• Photoshop
• Team Management
• Teaching
• Freelance Writer
• Gaming
• Public Speaking
• Leadership
• Powerpoint
• Microsoft Excel
• Java
• Research
• Microsoft Word
• Team Leadership
• Mysql
• Customer Service
• Pencil Sketching
• Sql
• Social Media
• Web Content Writing
• Tech Writer
• English
• Html
• Windows
• Cooking