Products I've Worked With!

Crafting Innovative Digital Solutions: I am a dedicated professional with a passion for turning complex challenges into intuitive and impactful user experiences.

Product Manager – Medicaid Healthcare Platform

Tech Stack: Vercel, Next.js, PostgreSQL, Stripe, AWS, REST APIs, Python, Selenium, Azure Blob Storage, Supabase

Led the end-to-end development of a Medicaid-focused SaaS platform aimed at streamlining access to healthcare fee schedules and policy data for providers and analysts. The platform involved multiple complex components, from automated data acquisition to full-stack web product delivery.

🔍 Data Engineering & Processing

Designed and implemented a web scraping pipeline using Python and Selenium to extract structured Medicaid fee schedule data from 50+ state public health sites.
Developed logic for data normalization, cleansing, and standardized formatting using Pandas, ensuring consistency across diverse file formats and naming conventions.
Automated ingestion of cleaned files into PostgreSQL via Azure Blob Storage and connected backend.

📊 Product Architecture & Frontend Delivery

Architected and launched the product on Vercel using Next.js, with a focus on scalability, performance, and low-latency UI.
Designed and implemented role-based access control (RBAC) and JWT-based user authentication.
Created a dynamic dashboard for users to view, filter, and compare fee schedule data by state, service code, and modifier mappings

💳 Payment & Subscription System

Integrated Stripe for secure subscription-based payments, limiting access to premium features such as full dashboard views and export capabilities.
Managed pricing plans, billing cycles, and multi-user access controls for enterprise accounts.

🔔 Notification & User Management

Built a notification system using Supabase and email triggers to alert users of updates to state schedules or new data releases.
Developed a complete user management system with admin dashboards, profile editing, and permission workflows.

🔗 API Integration & System Design

Integrated third-party APIs to enrich datasets and support cross-platform interoperability.
Focused on modular architecture, enabling seamless integration of upcoming modules (e.g., glossary lookups, predictive analytics).

📈 Impact

Delivered a production-ready healthcare intelligence platform within 12 weeks.
Enabled Medicaid consultants and providers to track fee changes, access historical trends, and reduce manual data gathering by over 80%.

Generative AI – Clinical Research Assistant

Tech Stack: ChatGPT 4.0 (OpenAI), RAG Pipelines, FAISS, Vector Databases, Python, REST APIs, Power BI, Azure

At Amgen, I led the delivery of Trials Guru and Lit Explorer, two internal AI tools that empower research teams to extract actionable insights from vast volumes of clinical and biomedical literature. These products integrated Generative AI using LLMs (ChatGPT 4.0), retrieval-augmented generation (RAG) pipelines, and vector search architecture for real-time summarization and Q&A.

🧠 Conceptualization & Use Case Translation

Translated abstract business needs like "reduce time spent on literature reviews" into concrete AI/LLM use cases.
Defined user flows and scenarios for Q&A, contextual search, and document summarization.
Partnered with medical researchers to prioritize core workflows and design intuitive conversational interfaces.
Drafted high-level user journeys and translated them into detailed product requirements and functional flows.

🎨 UI/UX Design – Figma Mockups

Partnered with the UX team to create high-fidelity Figma prototypes for both tools.
Designed chat-style interface for Q&A with contextual document previews and citation links.
Created a side-panel summarization view allowing researchers to toggle between full documents and generated insights.
Included accessibility best practices and responsive UI components for internal tablet/desktop environments.

🏗️ AI Architecture & Component Selection

Evaluated and selected vector database solutions (FAISS vs. Pinecone) based on scalability, latency, and cost.
Defined architecture for embedding generation, semantic search, and contextual memory retrieval, enabling accurate AI responses with source traceability.
Worked with engineering to design a modular system that supported both synchronous chat and asynchronous query review.

🧪 Prompt Engineering & Evaluation

Collaborated with data science teams on prompt tuning and instructional patterns to improve LLM performance.
Led output validation efforts using custom evaluation metrics—relevance, hallucination risk, latency, and token efficiency.
Balanced model accuracy with cost by managing API token usage, rate limits, and caching strategies.

🔐 Governance & Delivery

Conducted user acceptance testing with cross-functional teams; 40% reduction in research time and 30% improvement in relevance scoring were observed.
Conducted reviews on data privacy, model output safety, and system resilience in compliance with enterprise security standards.
Orchestrated Agile delivery using SAFe methodology, managing roadmap execution across UX, engineering, and compliance stakeholders.

Revolutionizing Sports Analytics: Empire Sports Data Visualization Project

As Project Manager at Empire Sports, I led the development of a groundbreaking sports analytics and visualization product. My role encompassed everything from high-level design documentation to detailed use case development and API management, culminating in a robust system architecture that has set new standards in sports data analysis. Leading a talented team of developers and analysts, I ensured seamless data integration and optimized database schemas for efficient large-scale data handling, significantly enhancing real-time sports data processing and visualization capabilities.

Driving Digital Growth at Al Jazeera Media Network

In my capacity as Product Owner/Product Consultant within Al Jazeera's Digital Growth and Analytics division, I leveraged data analytics to devise strategies that enhanced user acquisition by 35%, employing organic and referral growth models. My approach included comprehensive user behavior analysis, the deployment of Amplitude analytics, and the initiation of several product enhancements. I expanded my role to encompass extensive A/B testing, and the integration of a full suite of media tools and analytics platforms, including Redshift, Google Data Studio (GDS), and various social media analytics tools. This multifaceted strategy enabled me to drive significant improvements in viewership and user engagement, underpinned by meticulous user path and conversion analysis, strategic content planning, and the development of features focused on key performance indicators (KPIs).

Innovating Financial Software Solutions: Everstell's Asset Management Platform

Innovating Financial Software Solutions: Everstell's Asset Management Platform As a Product/BI Consultant for Everstell, I led the strategic overhaul of a cloud-based financial software, designed to meet the complex demands of asset management and investment banking. My role extended beyond integrating industry best practices and pioneering advanced analytics; I also introduced sophisticated cost management features, enhancing the platform's financial oversight capabilities. Working closely with a diverse group of stakeholders, including general partners and asset management consultants, I ensured the software provided comprehensive top-down insights and detailed drill-down analytics, significantly boosting financial performance and operational efficiency across the board.

Enhancing Fintech Capabilities at Prepay Nation

As a BI Consultant with Prepay Nation, I collaborated with top executives to align technology development with strategic fintech objectives. My responsibilities included designing use cases and mockups, advancing data integration with APIs and Azure Data Lakes, and building comprehensive PowerBI dashboards for real-time financial monitoring. My efforts in performance analysis and strategic insight delivery were pivotal in optimizing new fintech product performances and identifying business opportunities.

Advancing Banking Analytics at Ernst and Young - GDS

As a Senior Consultant, I leveraged web analytics and big data to inform strategic decisions in the banking and financial services sector, focusing on risk management, compliance, and customer experience. My expertise in SQL and financial database management played a key role in developing automated dashboards for insightful decision-making. I managed technical projects to integrate digital transformation solutions, ensuring compliance and enhancing data management and reporting efficiency.

Fintech ERP System Innovation at Odessa Technologies

As a Product Owner, I led the development of key modules within Fintech ERP systems, focusing on credit, asset, and lease management. My leadership in agile project management facilitated the successful redesign of critical financial modules, significantly reducing internal defects and enhancing product quality. My efforts in FASB and GAAP lease classification, alongside payment gateway integration, propelled financial processing efficiency and compliance to new heights.

Each of these headings and descriptions highlights your role, contributions, and the impact of your work, showcasing your expertise across analytics, product management, and technological innovation within the fintech and banking sectors.