Aanchal Kandpal
@aanchalkandpal
I build production RAG, generative AI, and predictive ML systems that deliver measurable business value.
IndiaWhat I'm looking for
At Flutter Entertainment's PokerStars, I enhance an enterprise RAG service for regulatory compliance, projected to deliver $4M in annual productivity value. I build retrieval, evaluation, document-classification, and multi-agent systems that support secure, role-appropriate access to information.
Previously at Wells Fargo, I engineered a reusable NLP classification framework that delivered $10M in project value and a 60% operational-efficiency gain across three initiatives. I also developed a LightGBM call-reason model that generated a $2.7M revenue lift and a Llama-based call-transcript summarization engine that reduced QA review from hours to seconds.
I enjoy owning systems end to end—from stakeholder requirements and architecture through evaluation, testing, and production deployment—in regulated banking and online-gaming environments.
Experience
Work history, roles, and key accomplishments
Enhanced a production enterprise RAG service with custom retrieval and evaluation, projected to save $4M annually. Built rule-based collusion detection and multi-agent debugging tools for regulatory compliance.
Delivered $10M in project value and 60% efficiency gain via a reusable NLP framework. Developed LightGBM models for customer call reasons and a Llama-based summarization engine for call transcripts.
Education
Degrees, certifications, and relevant coursework
Chennai Mathematical Institute
Master of Science, Data Science
2020 - 2022
Pursued an MSc in Data Science, gaining advanced knowledge in machine learning and statistical modeling.
University of Delhi
Bachelor of Science, Physical Sciences with Computer Science
2017 - 2020
Completed a BSc in Physical Sciences with a focus on Computer Science, building a strong foundation in scientific computing and programming.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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