Projects

Case studies focused on impact, delivery, and practical decision-making.

Capstone2025

Bank Telemarketing Propensity System

Leakage-free pre-call prioritization + decision support to improve outreach efficiency using Machine Learning.

Exploratory Data AnalysisBusiness Impact AnalysisMarket Analysis & Deployment Strategy
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GenAI System2026

Portfolio RAG: Grounded Recruiter Q&A (Citations + Evals)

RAG system that answers recruiter questions about my projects and resume with source citations and evaluation scoring.

RAGLLM EvaluationVector SearchGuardrailsDeployment
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Agentic Workflow2026

AI PM Ops Copilot: JD → Fit-Gap → Tailored Assets (Human-in-the-loop)

Agentic workflow that turns a job description into a fit-gap matrix, portfolio edits, outreach drafts, and interview prep — with approvals + audit logs.

AI AgentsTool UseHuman-in-the-loopWorkflow Automation
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Startup Product2024

Aqua 4.0 (ShrimpVision)

Mobile-first AI product to automate shrimp larvae counting and generate biomass + operational insights.

Tech + Market AnalysisProduct DesignComputer Vision
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BI / Analytics2025

Retail Performance & Discount Optimization Dashboard

Executive Tableau dashboard analyzing sales, profit leakage, and discount sensitivity across product categories.

TableauBusiness IntelligencePricing StrategyData Storytelling
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Analytics2025

Halloween Demand × Weather

Merged hourly weather + demand counts and shipped a BI dashboard.

BITime SeriesData Integration
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Hackathon2025

Warranty Cost Optimization

Prioritization under constraints with explainability for adoption.

OptimizationStakeholdersExplainability
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