Vetted Data Analytics Professionals

“Built a university campus assistant chatbot (BabyJ/WWJ) using RAG and agentic routing with a FastAPI + React stack and JWT auth, focusing heavily on production concerns like latency and reliability. Uses techniques like speculative prefetching, smart intent routing, and rigorous eval/testing (golden sets, regression, edge cases) while collaborating closely with campus admin/advising teams to iterate based on real user feedback.”

“Unity VR developer who has shipped Meta Quest titles while owning full end-to-end delivery: gameplay, UI, database/backend, blockchain, web integrations, IAP, and final build publishing. Notably solved a Meta SDK IAP callback regression by identifying the issue with Meta support and safely rolling back specific SDK code, and has implemented motion/walking tracker systems with ML-driven opponent behavior.”

“Paid media specialist experienced managing high-spend accounts across Google, Meta, and LinkedIn with a focus on qualified lead generation at controlled CPA. Uses a disciplined testing and scaling framework (tracking via GA4/GTM, learning-phase completion, CPA/ROAS guardrails) and has driven a reported ~40% CPA reduction by auditing attribution/funnel issues and restructuring campaigns.”

“Paid media specialist with 4+ years of experience since 2021 across B2B and D2C, progressing from social media management into large-scale Meta media buying. Most notably managed $700K-$1M/month in Meta spend for a global D2C ecommerce brand, using a structured ABO/CBO creative testing and scaling system that delivered 1.9+ ROAS.”

“Software engineering intern with some exposure to CRM systems, outbound communication, and lead generation support. Described using web scraping, spreadsheets, and manual company research to find and qualify leads, including out-of-state prospects, though details and metrics were limited.”

Ryan Clark

Screened

Senior Sales & Marketing Manager specializing in retail growth, digital content, and compliance

Markham, Canada20y exp

“Creator-economy growth and partnerships operator who built and ran RC420 (live DJ/immersive events) alongside the Dreamers ecosystem (content site ~400K annual page views, print/digital magazine distribution, and a physical retreat/venue). Structured repeatable creator partnerships (revenue share/guaranteed minimums) and GTM loops across content, events, hospitality, and subscriptions, driving ~39% average YoY revenue growth and >CA$143K peak annual earnings without paid acquisition.”

“Built a Smart Resume Screening tool with a React frontend and a Python backend, owning most backend architecture and delivery. Implemented FastAPI endpoints for file upload and NLP/ML inference, created the end-to-end resume classification pipeline, logged predictions to a database for accuracy tracking, and deployed a Dockerized service optimized for low-latency, concurrent processing.”