I'm a data and operations leader with over six years of experience across finance, analytics, and large-scale operational teams.
KYLE FERREIRA
Hello, I do data analytics, automation, digital experiences — and everything in between. Based in Cape Town. Let's create!
work.
AUTOMATION
pdf_to_ledger.py
import pandas as pd, re def apply_rules(df): cats = pd.Series(index=df.index) text = (df.description.fillna("") + " " + df.merchant.fillna("")).str.lower() for rule in RULES: pat = re.compile(rule["pattern"], re.I) hit = text.str.contains(pat) cats.loc[hit & cats.isna()] = rule["category"] return cats
DATA ANALYTICS
script.js
function calculate() { let bond = loanAmount; let portfolio = deposit; for (let yr = 1; yr <= horizon; yr++) { const interest = bond * r; bond -= monthlyBond - interest; portfolio *= 1 + marketReturn / 12; } return { buyWealth, rentWealth }; }
WEB DEVELOPMENT
index.html
<section class="hero"> <h1>Waterfront</h1> <p>Handcrafted wood art.</p> <a href="#shop"> Visit website </a> </section>
services.
- Data Analytics
- Automation
- Data Visualization
- Web Development
about.
I focus on building smarter systems that improve data quality, streamline workflows, and deliver better outcomes for clients.
By combining technical tools like Python, SQL, and BI platforms with strong cross-team collaboration, I develop scalable solutions that connect strategy with execution and drive measurable business impact.