Projects

Inventory Pool is a web app that a 3PL operator uses to run it's business. It tracks:

• How much stock each merchant has, and where it physically sits in the warehouse.

• Orders coming in on behalf of each merchant, and the status of fulfilling them.

• Which Staff members (warehouse workers, merchant account managers, platform admin) are allowed to do what.

• How much merchant is billed for storage and fulfillment.

The defining technical challenge of this domain — and the reason this project is structured the way it is — is that multiple merchants share one warehouse operator's system, but their data must never be visible to each other, while a small number of operations involve stock that is deliberately shared across merchants

TECHNICAL SKILLS

• Backend: Python, FastAPI, Async SQLAlchemy 2.0, Asyncpg, Alembic, Structlog, APScheduler

• Frontend: React 19, TypeScript, Vite, TanStack Query, Tailwind CSS, Axios

• Database & Cloud: PostgreSQL 16 (Native RLS), Neon, Render, Vercel

• DevOps & Observability: Docker, Kubernetes, GitHub Actions, Prometheus, Grafana

• Testing & Auth: Pytest, Locust, JWT, OAuth2 (Google), Stripe SDK

Analyzed high-frequency panel data collected at 10-minute intervals from 950 TikTok videos published by 86 fashion and apparel brands to investigate the relationship between algorithmic content distribution and post performance. Applied data analysis and clustering techniques to identify three distinct reach archetypes and evaluated how early view trajectories could predict long-term content success. Developed predictive models demonstrating that eventual high-reach posts can be identified within the first two hours after publication, significantly outperforming follower count as a performance indicator. The findings provide marketers with practical tools for optimizing content promotion, reallocating advertising resources, and improving decision-making in algorithmically curated social media environments.

Worked with the project team to establish a cohesive brand identity that reflected the organization's technology-focused expertise and business objectives. Assisted in defining market positioning, refining visual communication guidelines, and developing branding assets that enhanced consistency across digital platforms. Supported strategic marketing initiatives aimed at increasing brand visibility, strengthening stakeholder engagement, and improving the company's competitive presence within the technology consulting sector. The project helped create a unified brand framework that supports ongoing business development and future marketing efforts.