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Shreya Patel

Data Scientist & NLP Engineer | University 1st Rank — M.Sc. Data Science | Python · Scikit-learn · SQL · Power BI | 85%+ Model Accuracy | End-to-End ML Pipelines | Open to Data Scientist & ML Engineer Roles

Mumbai

1+ year of work experience

P P SAVANI UNIVERSITY
Jul 202511 mosMay 2026

Gujarat, India

Designed and delivered curriculum for Python, Data Analysis, and Machine Learning across 2 semesters. Mentored 30+ students on end-to-end ML projects — from data ingestion to model deployment. Introduced hands-on labs with Pandas, Scikit-learn, and Matplotlib, measurably improving practical skill proficiency across the cohort.
P P SAVANI UNIVERSITY
Jan 20254 mosApr 2025

Gujarat, India

Automated data analysis pipelines in Python and Excel, cutting manual reporting time across 3+ academic research projects. Cleaned, transformed, and visualized datasets to enable faster, data-driven faculty decision-making.

Education

P P SAVANI UNIVERSITY

M.Sc. Computer Science – Data Science, Data Science

P P SAVANI UNIVERSITY

20232 yrs2025
Kishinchand Chellaram (KC) College, Mumbai

Bachelor of Science, Statistics

Kishinchand Chellaram (KC) College, Mumbai

20203 yrs2023

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Headline

Data Scientist & NLP Engineer | University 1st Rank — M.Sc. Data Science | Python · Scikit-learn · SQL · Power BI | 85%+ Model Accuracy | End-to-End ML Pipelines | Open to Data Scientist & ML Engineer Roles

About

I turn raw, messy data into decisions people can act on. I'm a Data Scientist with an M.Sc. in Computer Science (Data Science) and a B.Sc. in Statistics — which means I don't just build models, I understand why they work. My work sits at the intersection of NLP, machine learning, and statistical rigor: 🔹 NLP at scale — Engineered a bilingual (English + Gujarati) NLP pipeline using Stanford NER, NLTK & Pandas across 1.8M+ annotated phrases, hitting ~85% entity extraction accuracy. 🔹 Data that drives decisions — Built Power BI dashboards tracking sales KPIs, revenue trends, and customer behavior segments for e-commerce analytics. 🔹 Statistics that hold up — Applied Chi-Square and Mann-Whitney U tests at 95% confidence on real behavioral datasets (100+ participants) to surface publishable findings. 🔹 End-to-end ML workflows — From data ingestion and pipeline automation to model deployment, mentored 30+ students through full ML project lifecycles at university level. I've automated reporting pipelines, reduced manual analysis time across research projects, and built systems in Python, SQL, and AWS that actually ship. If you're building a team that needs someone who can go from messy dataset → clean pipeline → insight → decision — let's talk. 📍 Mumbai, Maharashtra | Open to Data Scientist, ML Engineer & NLP Engineer roles (Remote / Hybrid / Relocation)

Location

Mumbai

Work experience

Lecturer at P P SAVANI UNIVERSITY, Jul 2025 - May 2026 · 11 mos, Gujarat, India, Designed and delivered curriculum for Python, Data Analysis, and Machine Learning across 2 semesters. Mentored 30+ students on end-to-end ML projects — from data ingestion to model deployment. Introduced hands-on labs with Pandas, Scikit-learn, and Matplotlib, measurably improving practical skill proficiency across the cohort.

Data Science Intern at P P SAVANI UNIVERSITY, Jan 2025 - Apr 2025 · 4 mos, Gujarat, India, Automated data analysis pipelines in Python and Excel, cutting manual reporting time across 3+ academic research projects. Cleaned, transformed, and visualized datasets to enable faster, data-driven faculty decision-making.

Education

M.Sc. Computer Science – Data Science, Data Science, P P SAVANI UNIVERSITY

Bachelor of Science, Statistics, Kishinchand Chellaram (KC) College, Mumbai

Shreya Patel - Lecturer in Mumbai | Tal