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Kaarnika A.

AI & Machine Learning Engineer · Junior

Available profile

Professional Overview

I build data systems that don't fall apart when things get messy pipelines, MDM workflows, and ML-ready data foundations. Curious about the gap between a working prototype and something production-ready. IEEE & Springer published. Snowflake certified. Open to ML Engineer, MLOps, and Data Engineering roles globally.

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

data science & analytics

Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.

MLOps & AI Infrastructure

Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.

NLP & Prompt Engineering

Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.

Current location

india

Time Zone

Kolkata UTC+5.5

Primary Work Language

english

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