experience.

Building an autonomous AI chief-of-staff. Get a sneak peek at joinflax.com.

One of 80 selected from 5,000+ applicants. Less than 2% acceptance rate.

Built the flagship AI agent enabling financial advisors to query client data and compliance docs in plain English. Cut research time from 2+ hours to under 2 minutes. ~95% accuracy on financial queries.

Built ML and AI systems across sales, marketing, finance, and audit. Agentic AI RAG for board meeting analytics, ML pipeline replacing 4h/day of manual work, financial audit dashboard unifying 5 data sources, reduced model deployment time by 80%.

Deployed price elasticity model outputs to production. Competitive analysis on 72 companies via Snowflake, SQL & Tableau. Optimised sales-forecasting model with ARIMA. 33% performance improvement.

Generated 1,024 NICFI satellite images of Kigali for land cover analysis. Built FCN semantic segmentation models classifying Tree Canopy, Buildings, and Water. 92% accuracy.

Forecasted future returns and volatility using 650-dimensional macroeconomic time-series data. Applied rolling window PCA and built predictive models using LSTM Neural Networks.

Regularised data-scraping and data-modelling for a 100 GB dataset. Reduced 4+ hours of manual work to seconds. Led a team of 5 to migrate data management to GCP and built an email-alert system that saved $7,000/month.