Ashishkumar Pandey
@ashishkumarpandey
Data & AI Analyst specializing in RAG/LLMs, SQL/Python, and analytics engineering to turn data into executive decisions.
What I'm looking for
I’m a Data & AI Analyst with 5+ years of progressive experience engineering data pipelines, automating BI frameworks, and deploying applied AI solutions across Finance, Retail, and FMCG. I use SQL and Python with platforms like Snowflake and BigQuery to turn complex datasets into executive decision support.
In my recent work, I’ve supported large-scale retail technology operations by troubleshooting critical data and system anomalies using SQL, and by driving structured root cause analysis through ServiceNow to reduce recurring failures and improve resilience. I also administer data and database access controls for 100+ users, maintaining data integrity, auditability, and strong system availability.
I’ve led analytics work by monitoring sales and operational KPIs, translating insights into staffing and planning decisions, and maintaining governance across reporting cycles. I’ve also engineered KPI dashboards and automated reporting in SQL, Python, R, Power BI, and Tableau—cutting manual reporting effort by 30% while improving reliability through dbt pipelines and data quality controls.
I’m currently exploring and building custom RAG analytics tools to bridge the gap between traditional data systems and generative workflows. My projects include a founder-led AI-powered stock intelligence system built with the Anthropic Claude API (including a chatbot interface and structured prompt logic), plus LSTM-based stock price forecasting achieving 83% accuracy on held-out data.
Experience
Work history, roles, and key accomplishments
Team Leader (Part-Time)
Pret A Manger
Jan 2022 - Dec 2025 (3 years 11 months)
Monitored sales data and operational KPIs across shift cycles, identifying performance trends and implementing process changes to improve efficiency and revenue outcomes. Led shift operations for a high-volume retail unit and reported insights to senior management while maintaining compliance with internal data reporting standards and governance requirements.
Education
Degrees, certifications, and relevant coursework
DeepLearning.AI
Retrieval-Augmented Generation (RAG) Certification, Retrieval-Augmented Generation (RAG)
2025 -
Completion of the Retrieval-Augmented Generation (RAG) program/certification by DeepLearning.AI. (Year provided: 2025.)
Corporate Finance Institute (CFI)
Capital Markets & Securities Analyst (CMSA) Certification, Capital Markets & Securities
2024 -
Completion of the Capital Markets & Securities Analyst (CMSA) program/certification by the Corporate Finance Institute. (Year provided: 2024.)
University of Greenwich
Master of Science (MSc) in Computer Science, Computer Science
2022 -
Master's degree in Computer Science at the University of Greenwich, London. (Year provided: 2022.)
Gujarat Technological University
Bachelor of Engineering (B.E.) in Information Technology, Information Technology
2020 -
Bachelor's degree in Information Technology from Gujarat Technological University. (Year provided: 2020.)
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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