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Aditi Kamble

@aditikamble1

Generative AI Analyst blending LLM evaluation, NLP pipelines, and analytics to improve model accuracy and decision-ready insights.

India
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What I'm looking for

I’m looking for a remote-first AI/ML team where I can work as a Generative AI Analyst—evaluating LLMs for accuracy and instruction-following, improving prompts and data pipelines, and contributing to large language model development.

I’m a Generative AI Analyst and data professional focused on turning raw data and model outputs into reliable, instruction-following performance. I bring hands-on experience in LLM prompt engineering and NLP pipelines, along with structured data annotation workflows that keep datasets analysis-ready.

In my ML internship, I achieved a 15% model accuracy improvement through iterative evaluation and hyperparameter tuning, while rigorously assessing model outputs for accuracy and instruction-following. I’ve also worked with GPT-4, Claude, and Gemini across multiple AI development projects, applying evaluation techniques like hallucination detection and instruction-following assessment.

As a Data Analyst Intern, I analyze customer transactions and build BI-ready deliverables—writing complex SQL queries, designing Power BI dashboards, and collaborating with teams to ship actionable insights for acquisition and retention. I’m now targeting a remote-first AI/ML organization focused on cutting-edge large language model development, where I can contribute both evaluation rigor and end-to-end analytics.

Experience

Work history, roles, and key accomplishments

FT

Data Analyst Intern

Fireblaze Technologies

Jan 2025 - Jul 2025 (6 months)

Engineered NLP preprocessing workflows to prepare 200K+ records as annotation-ready datasets for supervised classification pipelines. Evaluated/fine-tuned classification model outputs, improving accuracy by ~15% through iterative hyperparameter tuning and confusion matrix analysis, and delivered performance reports for multiple business units.

Education

Degrees, certifications, and relevant coursework

ST

St. Vincent Pallotti College of Engineering & Technology

Bachelor of Technology (B.Tech), Industrial Internet of Things

2022 - 2026

Grade: CGPA 7.3

Pursuing a B.Tech in Industrial Internet of Things from St. Vincent Pallotti College of Engineering & Technology, Nagpur, with a CGPA of 7.3.

NASSCOM logoNA

NASSCOM

Post Graduate Program, Data Science & Analytics

Completed a Post Graduate Program in Data Science & Analytics with NASSCOM.

GO

Google

Data Analytics Capstone, Data Analytics

Completed the Google Data Analytics Capstone.

DE

Deloitte

Job Simulation, Data Analytics

Completed the Deloitte Data Analytics Job Simulation.

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