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@nehagaonkar
Data Scientist with expertise in machine learning and data analysis.
I am a Data Scientist with an MSc in Computer Science and three years of experience in data analysis. My expertise lies in SQL, Python, and machine learning workflows, where I have successfully designed and deployed scalable machine learning solutions leveraging AWS MLOps. I am particularly skilled in working with large language models (LLMs) and natural language processing (NLP), which allows me to tackle complex data challenges effectively.
In my recent role at Outlier.ai, I evaluated LLMs fine-tuned for data science, conducting assessments that directly influenced AI training and improved response quality. Previously, at Infosys, I enhanced operational efficiency by analyzing datasets and developing PowerBI dashboards that significantly reduced reporting times. My projects, including building a character-level GPT model and implementing a retrieval-augmented generation mechanism, showcase my ability to innovate and deliver impactful solutions.
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Work history, roles, and key accomplishments
Outlier.ai
Nov 2023 - Mar 2025 (1 year 4 months)
Evaluated fine-tuned LLMs for data science, assessing code and statistical models for correctness. Conducted RLHF-based model assessments to enhance chatbot responses and provided reinforcement learning feedback to improve AI training.
Infosys
Jan 2021 - Aug 2022 (1 year 7 months)
Analyzed datasets weekly to boost operational efficiency by 10%. Built data extraction pipelines and developed PowerBI dashboards to enhance visualization and decision-making.
Degrees, certifications, and relevant coursework
Master of Science, Computer Science
2022 - 2023
Completed an MSc in Computer Science with a specialization in AI, focusing on modules such as Data Science with Machine Learning, Big Data and Technologies, Applied Statistics and Probability, and Research Methods.
Software and tools used professionally
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