VICTORCOLLINSOPPON
Building production ML systems and agentic AI apps with measurable business impact — finance, healthcare, retail.
Measurable Impact
Projects Deployed
Potential Impact
Average Accuracy
Industries Served
Built with
Agentic AI
End-to-end applications using agentic patterns — from concept to production deployment.
Agentic Accounting & Bookkeeping ERP
Full-stack ERP with AI agents handling invoicing, ledger entries, bank reconciliation, and month-end reporting. Agents reason through each step, catch anomalies, and flag issues autonomously. Used by finance teams in production.
LLM API · Agentic Patterns · Tool Use · Python · React
AI-Powered Personalised Learning Tutor
An adaptive AI tutor that adjusts content, pacing, and difficulty to each learner in real time. Assesses understanding through conversation rather than rigid quizzes. Built to explore how agentic patterns translate to edtech.
LLM API · Multi-Agent · NLP · React
Wellness Tracking & AI Coaching App
Wellness tracker with an agentic coaching layer providing personalised health guidance. The design challenge was getting the AI tone right in sensitive contexts where empathy matters as much as accuracy.
LLM API · Agentic Patterns · Python
Multi-Agent Workflow Automation Tool
Specialised agents collaborating on complex workflows — extraction, validation, transformation, and output generation. The real engineering was in reliable handoffs, error recovery, and quality assurance between agents.
LLM API · Multi-Agent Systems · Function Calling · Tool Use
Client-Facing Analytics Dashboard
Interactive dashboard where users ask questions in plain English and get real answers from live business data. End-to-end build: frontend, API layer, data pipeline, AI integration, and deployment.
LLM API · React · Data Visualisation · NL Querying
Featured Projects
Technical Expertise
XGBoost · CatBoost · LightGBM · Random Forest · Gradient Boosting · PyTorch · TensorFlow · Keras · Scikit-learn · LSTM · Temporal Fusion Transformer · Prophet · SHAP · SMOTE
BERT · FinBERT · Transformers · Hugging Face · NLTK · spaCy · TF-IDF · Named Entity Recognition · Sentiment Analysis
ResNet · EfficientNet · DenseNet · CNN · Faster R-CNN · Grad-CAM · OpenCV · Torchvision · Transfer Learning
FastAPI · Streamlit · Docker · Git · REST API · CI/CD · MLOps · Model Deployment
Pandas · NumPy · SQL · PostgreSQL · Feature Engineering · Data Preprocessing · Plotly · Matplotlib · Seaborn
Financial AI · Healthcare AI · Retail Analytics · HR Analytics · Fraud Detection · Customer Churn · Market Basket Analysis · Cost-Sensitive Learning · Explainable AI
Let's build something together.
Open to applied AI roles, developer relations, data science, and consulting. Let's discuss how agentic AI and production ML can drive business value.