Chirag Bansal
Analyst @Scotiabank
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WORK HISTORY
Analyst @Scotiabank
Toronto, ON, CA
Led the design and delivery of a Financial Document Intelligence RAG system over 500+ reports using Qdrant, Jina-v3 embeddings, and ColBERT re-ranking — achieving 76% retrieval accuracy across Global Wholesale Operations.Led development of enterprise AI chatbots using ChatGPT Enterprise and Google Dialogflow, automating internal self-service workflows for business users.Spearheaded a centralized reporting pipeline consolidating 4+ fragmented data sources, eliminating bottlenecks across daily reconciliation cycles on the Global Wholesale GIC desk.Identified and scoped 3+ AI automation opportunities — delivering structured use case briefs adopted by engineering and product teams to accelerate GenAI initiative intake.
EDUCATION
Lambton College
Post-Graduate Certificate , Artificial intelligence and Machine learning
Punjabi University
Bachelor of Technology, Computer Science Engineering
Sangrur Public Sr. Sec. School
High School, Non-Medical
ABOUT CHIRAG BANSAL
I sit at the intersection of Generative AI and business analytics — building intelligent systems that turn data and conversations into decisions.Currently an Analyst at Scotiabank, I develop AI-powered chatbots using ChatGPT Enterprise and Google Dialogflow, and apply data analytics to business problems in one of Canada\'s largest financial institutions. My recent work spans conversational AI development, fraud analytics, automated reporting, and executive-facing dashboards.What I bring to the table:→ Conversational AI — ChatGPT Enterprise, Google Dialogflow, LangChain, end-to-end chatbot development→ GenAI & LLMs — RAG pipelines, prompt engineering, LLM integration into business workflows→ Business analytics — translating ambiguous problems into measurable outcomes→ Data storytelling — Power BI, Google Looker, Python (Pandas, NumPy) for insight delivery→ Stakeholder fluency — presenting to CRG Managers, People Managers, and executive audiencesI hold a Postgraduate Certificate in AI/ML from Lambton College, and bring prior experience as a Software Application Support Engineer in a government department — a rare mix of technical depth, operational thinking, and business context.If you\'re building a team that needs someone who can design AI products AND speak the language of business, let\'s connect. d••••••••@gmail.com | GitHub:@ChiragB254
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