Election post

Status
Elected

I am Huiru Feng, a first-year Pure Math student. Starting with zero coding background post-high school, I built my tech stack from scratch: mastering Python (Coursera), Pandas & Data Cleaning (Kaggle), ML/Deep Learning, and Forage industry projects. Currently, I lead a DSS team building an EV vs. Legacy predictive model.

Having navigated the steep curve from complete beginner to project lead, I understand members' exact pain points. I am standing for Head of Project Labs to provide scientific guidance and fix two critical bugs: uneven contributions and high technical barriers.

My Execution Plan:

  • 1. Anti-Freerider Framework: Dedicated members shouldn't carry the team. I will implement strict milestone tracking and role delegation (Data Engineer, Modeler, Analyst). Everyone will have clear, trackable deliverables.
  • 2. AI-Assisted Workflows: Actively tracking real-time AI trends, I know tedious data prep kills momentum. I’ll introduce "AI-Driven Workflows" with Kaggle-style templates and AI coding plugins, scientifically lowering the barrier so beginners can focus on core model architecture.
  • 3. Tiered Tracks: Projects will be categorized by difficulty—from guided beginner EDA to Algorithmic Trading and Deep Learning—suiting every member's exact level.

Why Me? With a First-Class Analysis foundation (89%) and an execution-driven mindset, I will use structured management to bridge the experience gap. Less friction, no freeriding, more resume-ready models.

Preferred pronouns
she