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Varinda RaniVR
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Varinda Rani

@varindarani

I build production Generative AI systems, LLM agents, and machine learning pipelines for enterprise software.

India
Message

At BlueOptima, I build production Generative AI systems that generate more maintainable code using open-source and closed-source LLMs, including CodeGemma, Llama 3.x, Mistral, GPT-4, Gemini, and Claude.

I shipped a model-agnostic code maintainability AI agent with automated validation and quality checks, using tool calling to make context-aware code-generation decisions without manual effort.

I've also built LLM benchmarking pipelines across providers for enterprise coding tasks, RAG systems for clinical PDFs, and ML pipelines that identify drivers of developer productivity.

My work spans Python microservices, developer-behavior clustering, predictive modelling, dependency security recommendations, and Grafana dashboards that turn engineering data into actionable insights.

Experience

Work history, roles, and key accomplishments

BL
Current

Machine Learning Engineer

BlueOptima

Jul 2024 - Present (2 years 2 months)

Built a Generative AI code generation pipeline from scratch and took it to production, leveraging open source and closed-source LLMs. Designed and shipped a model-agnostic code maintainability AI agent to production, incorporating automated validation and quality checks.

Education

Degrees, certifications, and relevant coursework

Thapar Institute of Engineering and Technology logoTT

Thapar Institute of Engineering and Technology

Bachelor of Engineering, Computer Science

2017 - 2021

Grade: 8.9 CGPA

Pursued a Bachelor of Engineering in Computer Science with a specialization in Machine Learning, achieving a CGPA of 8.9.

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