Agoro Oluwatimilehin

• 

  SautiCivic Bridge

  Sep 2026

  Voice-first civic grievance & legal-aid intake for code-switched Nigerian speech

  4

  ASR engines benchmarked

  10/10

  Adversarial harm-avoidance

  71

  Automated tests

  Team of 2 · Lead architectLLM/NLP & SpeechRAG/Agents
• 

  Naija Smart Agent

  May 2026

  Dual-agent recommender & review simulator in Pidgin, Yoruba, Hausa and Igbo

  Team of 2 · Top contributorRAG/AgentsLLM/NLP & Speech
• ~/gitcast

  › $ pip install gitcast && gitcast

  Gitcast

  Aug 2026

  git diff → published post in under 60 seconds. Privacy-first, on PyPI

  SoloDev ToolsLLM/NLP & Speech
• 

  Commodity Volatility Forecasting

  Mar 2026

  Regime-aware Elastic Net on PCA factors for maize, rice, PMS & diesel

  Solo · B.Sc. thesisFinance/QuantData
• ~/agropulse

  › forecast(commodity='rice', horizon='5y')

  AgroPulse NG

  Apr 2026

  Multi-model food-inflation forecaster on 12 years of Nigerian market data

  SoloFinance/QuantData
• 

  LendraAI

  Aug 2026

  Explainable credit scoring & cash-flow forecasting for African SMEs

  Team of 3 · ML engineerFinance/QuantRAG/Agents

14 More projects

• DSN Hackathon 2026: DSN Mart Sales Prediction

  Sep 2026

  Reproducible AutoGluon 'extreme' ensemble for retail sales regression, validated on 3 matched outer holdouts. Public RMSE 1072.9.

  SoloData

• FlyRank ML Internship: Expected-CTR Underperformance Study

  Sep 2026

  write-up

  Internship ML track on anonymized Google Search Console data (data contracts, leakage traps, honest baselines), ending in a published write-up on predicting expected CTR to isolate content underperformance.

  Internship · SoloData

• Forecasting Nigerian Market Regimes

  Sep 2026

  Classifies and forecasts NGX/macro market regimes using fractional differentiation, purged K-fold CV with embargo and XGBoost, with a Power BI dashboard.

  SoloFinance/QuantData

• Autonomous Outreach Engine

  Aug 2026

  Multi-agent LangGraph pipeline for prospect discovery, Playwright technical audits, verified enrichment, tailored pitching and bounded negotiation, with Telegram alerts.

  SoloRAG/AgentsDev Tools

• AMZN Stock Prediction: LSTM vs XGBoost

  Apr 2026

  Compares an enhanced PyTorch LSTM (with augmentation) against XGBoost on technical-indicator features, both tuned with Optuna.

  SoloFinance/Quant

• ML4SCI DeepLense

  Mar 2026

  CNN that detects dark-matter substructure in strong gravitational-lensing images (ML4SCI / GSoC-style task).

  SoloVision

• Rainfall Prediction App

  Feb 2026

  Streamlit app that predicts rainfall likelihood from pressure, humidity, sunshine, wind, dew point and cloud cover.

  SoloClimate

• GreenPulseNG

  Jan 2026 1

  live

  AI carbon-emission tracking and insights for Nigerian businesses, with a Llama 3 analyst chat, Prophet forecasts and PDF reports.

  SoloClimateLLM/NLP & Speech

• Face Mask Detection with CNN

  Jan 2026 1

  Keras CNN that classifies whether a face in an uploaded image is masked, served through a Streamlit app.

  SoloVision

• Breast Cancer Classification (ML vs DL)

  Dec 2025

  Compares Random Forest and Decision Tree models with a feed-forward neural network on the WDBC dataset.

  SoloData

• DebtPulse Africa

  Nov 2025 1

  Fiscal debt-risk scoring and 2025–2030 forecasting for 14 African countries, plus a USSD citizen debt-conversion concept (10Alytics Global Hackathon 2025).

  SoloFinance/QuantData

• DSN Hackathon 2025: Used Car Price Prediction

  Oct 2025 1

  LightGBM + CatBoost + XGBoost blend with Optuna weights and leakage-safe feature engineering. 8th on the private leaderboard.

  SoloDataFinance/Quant

• Customer Segmentation Dashboard

  Aug 2025 2

  live

  K-means customer clusters with an interactive Dash/Plotly dashboard covering spending, income, radar comparisons and channel behaviour.

  SoloData

• YouTube Content Research AI Agent

  Jul 2025 1

  Pulls trending YouTube titles for a topic and uses Gemini to generate video ideas and find content gaps.

  SoloRAG/AgentsLLM/NLP & Speech

4 Other projects

• AEGIS Voice Guardian

  Aug 2026

  demo video

  Voice anti-scam guardian for African digital banking: Sahara ASR/TTS detects authorized-push-payment scam pressure, scores it against a trust profile, soft-holds risky transfers and asks a spoken and visual confirmation (Deep Learning Indaba 2026 hackathon).

  In progressTeam of 4 · Team leadLLM/NLP & SpeechFinance/Quant

• FraudViz Lab

  Jul 2025 1

  live

  Upload transaction CSVs and get fraudulent transactions flagged with Isolation Forest plus logistic-regression risk levels.

  SoloFinance/QuantData

• Netflix EDA & Content Prediction

  Jun 2025

  EDA of the Netflix catalogue plus NLP genre prediction from descriptions, a hit predictor and a release-month predictor.

  SoloDataLLM/NLP & Speech

• FIFA 25 Player Analysis

  Jul 2025 1

  EDA, rating regression (R² ~0.85) and K-means/PCA clustering of FIFA 25 player attributes. Ties into his football hobby.

  SoloData