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Akanksha Khamkar

@akankshakhamkar

Message

Data Scientist specialized in Generative AI, NLP, and production MLOps.

India

Message

What I'm looking for

I seek an engineering-focused AI role building production-ready NLP/Generative AI systems with strong MLOps, CI/CD, and cloud practices in an outcome-driven team.

I am a Data Scientist with 2.4 years of hands-on experience building and deploying enterprise-scale AI solutions, specializing in Generative AI, NLP, and deep learning. I have developed production systems such as an HR chatbot (RAG with GPT-4o on Azure) and a Review Intelligence System (RoBERTa, GRU), emphasizing secure, scalable APIs and CI/CD-driven deployments.

My technical strengths include Python, FastAPI, MLOps practices, and Azure cloud services, combined with model engineering using transformers and recurrent networks. I focus on delivering business-aligned, production-ready AI products with strong monitoring, authentication, and performance improvements demonstrated by measurable metric gains.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

KPIT

Jul 2023 - Present (2 years 6 months)

Built and deployed enterprise-scale AI solutions including an RAG-based HR chatbot (GPT-4o on Azure) and a Review Intelligence System using RoBERTa and GRU, improving review F1-score from 0.68 to 0.83+ and streamlining HR document access for 1,000+ documents.