Hi, I’m Tanushree 👋

AI Researcher & Quantitative Engineer. I build retrieval-augmented generation (RAG) pipelines, deep reinforcement learning trading systems, and autonomous research agents.

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About Me

MSc Data Science & AI candidate with a strong foundation in statistical modeling and systems engineering. Aspiring PhD researcher focused on the intersection of deep learning and robust information retrieval.

ResearchApplied MLNLP

Featured Projects

Stress-Test RAG in Biomedical QA

End-to-end pipeline combining dense retrieval, re-ranking, and LLaMA-3-based answer generation for BioASQ.

RAGPyTorchHuggingFace

Master's Thesis Project

Kalshi Algo Trading & Arbitrage

High-frequency trading system in Rust with Deep Reinforcement Learning (DQN) in PyTorch to execute short-term arbitrage.

DQNRustPyTorch

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Agentic Web-Retrieval Engine

Autonomous research agent performing multi-step workflows using instruction-tuned LLMs and web retrieval.

LLMsLangChainPydantic

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Publications & Research

Cyberbullying Detection via NLP

SVM-based NLP detection system on a 24k+ tweet dataset, achieving superior binary classification performance.

NLPSVMScikit-learn

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GenAI Impact on Learning

Quantitative study applying correlation, regression, and mediation analysis on generative AI influence on students.

Statistical ModelingRegression

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Education

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Blog / Articles

GDP cover

Gross Domestic Product (GDP) — Analysis

Comparing developed vs developing nations, key indicators, and a simple linear regression model.

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Resume / CV

Download my full resume to view my background, complete experience, and technical projects in detail.

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Feel free to reach out for collaborations or just a friendly hello. Always open to discussing Data Science and AI.

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