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Spotify Analysis & Query Optimization
Deep-dives into a Spotify dataset using SQL — data normalisation, complex queries, and optimisation techniques to surface insights at scale.
- PostgreSQL
- pgAdmin
Hi 👋 I'm _
Associate Product Manager @ UnifyApps
I turn ambiguous problems into clear product decisions, owning features end-to-end, from discovery and design to data and iteration. I operate at the intersection of product strategy, analytics, and automation, building efficient systems with AI agents and low-code tools, breaking down complex problems into simple, scalable solutions.
Experience
UnifyApps
Associate Product Manager
- Leading an AI-powered POC for AR claim decisioning for a leading US healthcare RCM company, combining claim data with RAG-based retrieval of SOPs to automate denial analysis and generate resolution recommendations.
- Leading parallel development of three ticketing platforms — Customer Grievance, Email Ticketing, and Finance Ticketing — leveraging API-based data consumption, IMAP–SMTP, and Gmail integrations for automated intake, routing, TAT tracking, escalations, and auditability.
- Drove 0→1 launch of a CMS payout platform for a leading payments bank, automating SFTP-based ingestion, validation, settlement, and reconciliation — reducing processing time by 96% (11 hrs → 26 mins) and improving operational efficiency by 60%.
- Owned end-to-end development of an Insurance automation platform, automating reconciliation, reporting, APY, and commission workflows — reducing cycle time by 97% (3 hrs → <5 mins) with maker-checker controls.
- Built and launched a Settlement platform, automating file ingestion, validation, exception management, reconciliation, and IFT generation — reducing processing time by 94% (6.5 hrs → 25 mins) and minimising manual intervention.
- Spearheaded development of a Bank Reconciliation System, automating reconciliation, exception management, IFT generation, and GL justification — reducing turnaround time by 98% (8.5 hrs → 10 mins) across 70 partner banks.
- Built key features for an agentic AI assistant for a Dubai government platform — real-time multilingual responses, voice-enabled interface, and dynamic knowledge updates; showcased at GITEX 2025.
- Progressed from Product Analyst to Associate Product Manager through two promotions within a year, earning multiple client recognitions for designing and delivering impactful solutions.
L&T Precision Engineering and Systems
Data Analyst Intern
- Streamlined Active Directory and Antivirus data management for 20,000+ devices through automated integration and analysis — reducing manual effort by 30% and processing time by 40%.
- Built Power BI dashboards across 10+ organisational locations, enabling data-driven resource allocation and reducing reporting time by 25%.
Education
Nov 2021 – May 2025
Indian Institute of Technology, Ropar
B.Tech in Electrical Engineering
CGPA: 7.142020
Ryan International School, Sanpada
Class XII — CBSE
89.8%2018
Kendriya Vidyalaya, Ambernath
Class X — CBSE
94.4%Certifications
Product Management Fellowship
NextLeap
- Completed a 3-month fellowship and ranked among the Top PM Fellows.
- Worked on a case study for Spotify, conducting user interviews and proposing features to increase engagement with regional and underground music; built Xpenzo, an expense management MVP, defining its PRD, wireframes, and success metrics.
Projects
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Supply Chain Optimisation
Data-driven analysis uncovering product trends, revenue drivers, and storage inefficiencies — with actionable recommendations to help companies scale.
- Python
- Jupyter Notebook
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Local Certificate Authority Service
Open-source web app for managing CSRs and issuing X.509 certificates in a lightweight PKI — with user/admin dashboards, secure auth, and email notifications.
- ReactJS
- Node.js
- PostgreSQL
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SNN vs. CNN: A Comparative Study
Side-by-side performance comparison of Spiking Neural Networks and CNNs across image recognition benchmarks — implementations, datasets, and full results included.
- Python
- TensorFlow
- PyTorch
- NumPy
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Image Enhancement
Restores blurred images using advanced processing techniques — improving clarity, sharpness, brightness and contrast with measurable results.
- Python
- OpenCV
- NumPy
- Matplotlib
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Mumbai Local Journey Planner
Dijkstra's algorithm powering a web app that finds the shortest route — fewest stations — between any two stops on Mumbai's vast local rail network.
- ReactJS
- C++
Skills
Product Management
- Product Discovery & Strategy
- PRD Writing
- Roadmapping
- User Research
- Wireframing
- Stakeholder Management
- Cross-Functional Collaboration
AI / GenAI Products
- Agentic AI
- LLM Applications
- Prompt Engineering
- AI Prototyping
- Low-Code Development
Product Analytics
- SQL
- KPI & Metric Definition
- Funnel Analysis
- A/B Testing
Technical & Data
- Workflow Automation
- REST APIs
- Python
- PostgreSQL
- Power BI
- Figma
- Groovy
Let's talk
Always up for conversations around product, ideas and building things.