SELECTED WORK · 2025 to 2026
Different problems.
The same curiosity.
Mobile experiences, data pipelines, and applications built around a practical problem. Here’s the work, and how I approached it.
Native platform servicesMaps & navigation · Notifications · Realtime updates
Development & verificationXcode / Gradle · Unit tests · Simulator / Emulator
MOBILE DEVELOPMENT
Mobile Development
Native mobile workflows and shared application logic for a medication delivery platform.
Background tasks · CeleryReport processing outside the immediate API request.
Web sessions · RedisServer-side session state for web administration.
Event updates · PusherWeb subscriptions · Status polling in selected flows.
Web server layer: Deno adapter · API request forwarding & error handling.
BACKEND ENGINEERING
Backend Engineering
Python backend development, REST API maintenance, and integration across application and data workflows.
Data quality & mappingSource-row references · Field crosswalks · Missing assets & ambiguous-record review
Retail application workflowsSKU-to-image matching · Product browsing · Kiosk navigation · Customer & staff views
DATA CLEANUP & RETAIL PLATFORM
Odoo Retail & Inventory
Inventory data cleanup, migration preparation, and customer and staff workflows for an Odoo retail site.
Feature preparationVenue history · Driver & team performance · Weather · Rolling form
Pipeline outputsDuckDB feature tables · Saved model artifacts · Race-outcome predictions
DATA ENGINEERING & ML
F1Dash
A race prediction pipeline built on lap telemetry and engineered features.
Data preparationPartitioned processing connects the clinical-note corpus to embedding and indexing workflows.
Retrieval accessFastAPI exposes FAISS-backed searches over the processed note corpus.
AI & DATA SYSTEMS
CareSight
Clinical-note retrieval and analytics with RAG and partitioned ETL.
Discovery & playlist integrationSpotify-connected song discovery, previews, swipe interactions, and playlist workflows.
Recommendation feedbackSwipe preferences feed the model; Flask exposes personalized suggestions to the application.
FULL-STACK & RECOMMENDATIONS
SoundSwipe
Spotify-connected music discovery with swipe-based recommendations.