Facts Mode

Victor Sarmiento

Software Engineer focused on backend systems, data workflows, and scalable products.

Former Software Engineer at Silversheet | Contractor shipping live product features | Computer Science @ UNLV

EXPERIENCE

Next.js | Tailwind | Supabase | PostgreSQL | Vercel

Implemented ranking logic balancing monetization goals, relevance, and recency
Moved selection logic into database RPC functions and views for cleaner architecture
Improved search flow by classifying user intent (direct URL vs discovery lookup)
Built responsive UI components and shipped through PR-based preview deployments
Contributed to a live product experience with real business constraints

Software Engineer (2019–2021) | Rails | React | PostgreSQL | AWS

Built automation pipeline converting PDFs into structured mappings stored in AWS S3
Reduced internal processing time from days to hours
Shipped behind feature flags and resolved launch blockers across browsers/devices
Authored 20+ root cause analyses and monitored production issues through Airbrake
Worked in Agile engineering environment with sprint planning and releases

Workforce Management Specialist

Managed real-time workforce operations across large multi-department environments
Balanced coverage, demand, compliance, and fairness constraints daily
Developed strong systems-thinking around dependencies, escalations, and reliability
Operated in fast-moving environments where mistakes have real downstream impact

Numerical Modeling | Time-Series Data | Performance Analysis

Ranking logic + search workflow design for an affiliate discovery platform.

Tech: Next.js · TypeScript · Tailwind · Supabase (RPC + Views) · Vercel

Implemented weighted ranking logic balancing monetization constraints with recency scoring
Encapsulated selection and ranking logic via Supabase RPC; modeled DB views for clean abstractions
Improved search workflow by classifying intent (direct URL vs similarity lookup)
In progress: background search execution to reduce perceived latency

Workflow-driven ticketing system built from real operational pain points.

Tech: Node/Express · React/Vue · PostgreSQL · Auth · Deployment

Designed a ticket workflow focused on reliability, ownership, and operational clarity
Implemented authentication and role-based behaviors for different users
Modeled relational data and optimized queries for common operational views
Shipped an end-to-end product experience (create → triage → resolve → report)

Dual-mode portfolio: Facts for recruiters, Story for narrative context.

Tech: Next.js · TypeScript · Tailwind · Vercel

Designed a split landing experience optimized for both skimmers and deep readers
Built reusable components and consistent visual identity across modes
Focused on clarity, accessibility, and mobile-first behavior

Time-series numerical integration + noise handling for 1000 Hz biomechanical datasets.

Tech: Time-series · Numerical integration · Noise handling · Visualization workflows

Implemented numerical integration to derive velocity/position from acceleration signals
Handled noise/smoothing to stabilize computed series and improve interpretability
Assisted with complexity evaluation and automated visualization outputs

Languages: TypeScript / JavaScript · Python · SQL · Ruby

Frontend: Next.js · React · Tailwind CSS

Backend: Node.js · REST APIs · Auth/JWT · Supabase · Server-side logic

Database: PostgreSQL · Schema Design · Views · RPC Functions · Query Optimization

Engineering: Debugging · RCA Analysis · CI/CD · Feature Delivery · Reliability Thinking