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Manasi Thonte

Manasi Thonte

Applied data scientist specializing in ML, NLP, and data engineering

Los Angeles, California
twine
Joined March 2026
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Summary

Applied machine learning and data engineering practitioner — builds end-to-end, production-oriented ML/NLP systems and pipelines. twine
Research-active author on synthetic data, automation, and ML applications — has multiple co-authored papers and technical reviews from undergraduate and subsequent research work. researchgate+1
Hackathon and open-source contributor — publishes datasets and participates in hackathon projects (Devpost, Kaggle) to prototype user-facing solutions. devpost+2
Industry experience spanning banking analytics and ML research — implemented automation, validation and deployment improvements in an enterprise banking setting and worked on ML research projects at USC. twine+1

Work

Education

Projects

Writing

Technical review on Synthetic Data Generation

January 1, 2023

A technical review on methods and applications for synthetic data generation (co-authored; ResearchGate listing).

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Stock Market Prediction Using Machine Learning & Robotic Process Automation

Paper on using machine learning and RPA techniques for stock market prediction (listed on ResearchGate with Manasi Thonte as an author).

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Automation of Databases in Oracle

Research paper discussing automation approaches for Oracle databases, covering maintenance, performance tuning, backup and recovery, and cloud integration.

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A Survey on AI Chatbots

Survey paper covering development, applications, and components of AI chatbots, listing related references including work by Manasi Thonte.

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Hobbies

Contributes to side projects and open-source; explores end-to-end AI-enabled applications. twine+1

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