Shreya Akotiya
@shreyaakotiya
Data Analyst and data engineer focused on scalable pipelines and machine learning-driven insights.
United StatesWhat I'm looking for
I’m a Data Analyst who builds end-to-end data pipelines and turns messy data into decision-ready insights. At DCB Bank, I automated reporting workflows saving 30+ hours/month, created pipelines for 50,000+ financial records, and developed credit risk models that reduced loan default risk by 5%—backed by dashboards for senior leadership.
Now, I’m expanding into advanced applied AI through my M.S. in Applied Data Intelligence, pairing strong data engineering with Generative AI and agentic systems. I’ve designed scalable ELT/streaming pipelines (including a 660M+ NYC taxi dataset), built multi-agent RAG systems with MCP tool interfaces, and worked on LLM fine-tuning for accent-robust speech recognition with measurable WER/CER improvements.
Experience
Work history, roles, and key accomplishments
Data Analyst - Credit
DCB Bank
Jul 2018 - Feb 2022 (3 years 7 months)
Built Python/SQL pipelines to ingest, clean, and transform 50,000+ financial records and automated SQL/VBA reporting workflows, saving 30+ hours per month. Developed credit risk scoring models (scikit-learn, XGBoost) for 10,000+ accounts, reducing loan default risk by 5%, and delivered Tableau dashboards for leadership.
Software Engineer
Tata Consultancy Systems
Aug 2016 - Dec 2016 (4 months)
Software developer in Java
Education
Degrees, certifications, and relevant coursework
San Jose State University
Master of Science, Applied Data Intelligence
2025 -
Activities and societies: Coursework: Machine Learning, Deep Learning, Big Data Analytics, Distributed Systems, Agentic AI, GenAI.
Pursuing a Master of Science in Applied Data Intelligence at San Jose State University, focused on applied AI and data intelligence.
UC Berkeley Extension
Data Analytics Boot Camp, Data Analytics
2023 - 2023
Completed the Berkeley Data Analytics Boot Camp through UC Berkeley Extension in 2023.
Nirma University
Master of Business Administration (MBA), Business Administration
2016 - 2018
Completed an MBA at Nirma University from 2016 to 2018.
Ahmedabad Institute of Technology
Bachelor of Engineering, Information Technology
2011 - 2015
Earned a Bachelor of Engineering in Information Technology from Ahmedabad Institute of Technology from 2011 to 2015.
Availability
Location
United StatesAuthorized to work in
Social media
Job categories
Skills
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