I am a data scientist and AI-focused manager with a PhD in Computer Science. I apply machine learning, deep learning, NLP, and data mining to solve real-world business and healthcare problems, building end-to-end analytical pipelines using Python, SQL, and modern ML frameworks. I enjoy turning complex data into actionable insights and collaborating with clinicians and cross-functional teams to drive impact. I am passionate about AI-driven automation, model interpretability, and ethically responsible AI that enhances patient outcomes and augments clinical decision-making. I thrive in translating data findings into strategic actions and fostering mentorship within teams. I continuously explore cutting-edge AI techniques, tackle bias and fairness challenges, and strive to deliver robust, transparent solutions that stakeholders can trust.

Chetana Tailor

I am a data scientist and AI-focused manager with a PhD in Computer Science. I apply machine learning, deep learning, NLP, and data mining to solve real-world business and healthcare problems, building end-to-end analytical pipelines using Python, SQL, and modern ML frameworks. I enjoy turning complex data into actionable insights and collaborating with clinicians and cross-functional teams to drive impact. I am passionate about AI-driven automation, model interpretability, and ethically responsible AI that enhances patient outcomes and augments clinical decision-making. I thrive in translating data findings into strategic actions and fostering mentorship within teams. I continuously explore cutting-edge AI techniques, tackle bias and fairness challenges, and strive to deliver robust, transparent solutions that stakeholders can trust.

Available to hire

I am a data scientist and AI-focused manager with a PhD in Computer Science. I apply machine learning, deep learning, NLP, and data mining to solve real-world business and healthcare problems, building end-to-end analytical pipelines using Python, SQL, and modern ML frameworks. I enjoy turning complex data into actionable insights and collaborating with clinicians and cross-functional teams to drive impact. I am passionate about AI-driven automation, model interpretability, and ethically responsible AI that enhances patient outcomes and augments clinical decision-making.

I thrive in translating data findings into strategic actions and fostering mentorship within teams. I continuously explore cutting-edge AI techniques, tackle bias and fairness challenges, and strive to deliver robust, transparent solutions that stakeholders can trust.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

Gujarati
Fluent
English
Fluent
Hindi
Intermediate

Work Experience

Manager - Data Scientist (Generative AI, ML) at Ascendion Engineering Pvt. Ltd.
July 1, 2023 - March 31, 2025
Led multi-project AI initiatives for clients, including prompt optimization for agent-based systems, benchmark development for code-to-code conversion, and integration of LLM capabilities (GPT-4o, related models) with data platforms. Architected and delivered: (i) HP Client – a chatbot for structured data that generates SQL queries, summaries, and visualizations from Redshift data, reducing query generation time and improving visualization efficiency; (ii) Lenovo Client – an AI-based battery optimization system leveraging real-time telemetry to recommend power states and charging strategies, increasing battery life by ~25% by profiling usage patterns and optimizing energy consumption; (iii) GeoThermUSA – geothermal soil analysis pipeline with PDF/Excel data extraction, text encoding, and transformer-based text similarity (BERT) for property recommendations; deployed a FastAPI service on Azure. Led Ethical AI efforts with bias analysis, fairness testing, and model explainability (
Data Scientist at Self-Employed
February 1, 2023 - June 30, 2023
Independent data science contractor delivering end-to-end ML solutions and analytics projects. Notable work included a hand-gesture video analytics system using Pygame and Mediapipe, and nursing career-movement prediction models using Snowpark, PySpark, and SVM, deployed on AWS EC2.
Data Analyst cum Data Scientist at Venus Jewel
June 1, 2022 - January 31, 2023
Enhanced ML model accuracy for diamond color prediction using MLP, XGBoost, and SVM. Automated monthly production and sales analysis reports in Tableau. Built a profile-based recommendation system with a custom Euclidean distance algorithm and implemented model performance monitoring dashboards to track accuracy and drift; presented findings to leadership.

Education

Ph.D. in Computer Science at Uka Tarsadia University
March 1, 2015 - March 31, 2022
M.C.A. in Computer Science at Shrimad Rajchandra Institute of Management and Computer Science
January 1, 2007 - December 31, 2010
B.Sc. in Mathematics at The Patidar Jin Science College
January 1, 2004 - December 31, 2007

Qualifications

Microsoft Certified: Azure AI Fundamentals
January 11, 2030 - December 14, 2025
Deep Learning: Getting Started
January 11, 2030 - December 14, 2025
Prompt Engineering: How to Talk to the AIs
January 11, 2030 - December 14, 2025
Ethics in the Age of Generative AI
January 11, 2030 - December 14, 2025
Summer School: Dependency parser for Hindi Language, IIIT Hyderabad
January 11, 2030 - December 14, 2025

Industry Experience

Healthcare, Software & Internet, Education, Professional Services, Life Sciences