Flagship AI
92%accuracy
-40%time saved
LuminaMed AI
Multi-Agent clinical intelligence platform for patient triage and decision support.
FastAPIReactLangChainPostgreSQLOpenAI
Multi-Agent AI & LLMs Production Pipelines Financial Data Engineering
Christopher Crilly Pienaah
AI/ML & Data Engineer · Production Pipelines · Agentic Systems · Financial Data
I engineer production-grade ML pipelines, scalable data architectures, and multi-agent AI systems — from real-time financial data ingestion to document intelligence APIs and self-healing ETL infrastructure.
Self-Healing Pipelines · 431M+ records · PDF-to-SQL 95.4% accuracy · NLP Pipelines 3× throughput · OSFI E-23 Compliant
I build AI systems that move from idea → architecture → product → impact—especially for high-stakes and underserved domains where trust isn't optional.
⭐ Flagship ProjectGoogle Kaggle AI Agents · 11,494 Participants
SME Growth Co-Pilot
Multi-agent AI system that analyzes business KPIs and generates growth strategies in 60 seconds—replacing $10K/month consultants.
100%
Success Rate
1ms
Response Time
$135K
Revenue Identified
5
Specialized Agents
More Projects
Additional production systems and ML case studies.
Flagship AI
95%fraud filtering
Daavi
Verification-first real estate platform restoring trust for the African diaspora.
Next.jsNestJSTypeORMPostGIS
Flagship AI
431M+records/day
-78%downtime
Self-Healing Data Pipeline Platform
Autonomous pipeline remediation system that detects and fixes data issues in under 30 seconds.
FastAPIReactPostgreSQLGPT-4AWS App Runner+2
🚀
Data Engineering
95.4%accuracy
$0.0005per doc
PDF-to-SQL Pipeline
AI-powered document extraction API converting unstructured financial PDFs into structured JSON ΓÇö local-first, $0.0005 per document.
PythonDocling OCRGemini Flash-LiteFastAPIPostgreSQL+1
Machine Learning
86.93%accuracy
2xsensitivity
Customer Churn Prediction
Banking ML model predicting customer attrition with 86.93% accuracy and intelligent segmentation.
RPythonRandom ForestK-MeansPCA+1
Machine Learning
93%AUC
3xROI lift
Propensity Modeling for Bank Marketing
Predicting customer response to term deposit campaigns with 93% AUC using XGBoost.
PythonXGBoostRandom ForestScikit-LearnFeature Engineering+1
Machine Learning
87%accuracy
$500K+savings
HUD Inspection Analytics
Predictive modeling for housing inspection scores and failure rates.
RTableauScikit-Learn
Flagship AI
GenAI Reliability Framework
Production-grade LLM evaluation harness for regulated medical and financial workflows - OSFI E-23 aligned.
PythonLangGraphFastAPINext.jsOpenAI+1
Flagship AI
CanFinBench
The first public LLM benchmark for Canadian financial regulatory compliance - OSFI E-23, FINTRAC, IFRS 9, Basel III, PIPEDA, and CASL.
PythonHugging FaceOSFI E-23LLM EvaluationOpen Source
Flagship AI
OSFI Navigator
RAG-powered Canadian financial regulatory compliance assistant — grounded answers from OSFI E-23, FINTRAC, B-20, IFRS 9, Basel III, PIPEDA, and CASL.
PythonFastAPILangChainRAGNext.js+1
What People Say
5.0
"Great job! This individual and their entire team gave this project their very best effort! Much appreciative of the opportunity to work with him. Personally he really drove this project forward and served in a great 'quarterback role' for this project. We continue to collaborate!"
Derrick Raphael
Chief Digital Officer
ICON Leadership Institute
AI Guided Web App Development (DTTP) • September 2025
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Communication
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Professionalism
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Creativity
⭐⭐⭐⭐⭐
Critical Thinking
Technical Arsenal
AI / ML
- LLMs & Transformers
- LangChain & LangGraph
- RAG Pipelines
- scikit-learn & XGBoost
- NLP & Document AI
Data Engineering
- Azure Data Factory
- BigQuery & Snowflake
- Airflow & dbt
- ETL/ELT Pipelines
- Feature Engineering
MLOps
- MLflow & Model Registry
- CI/CD & GitHub Actions
- Docker & Containers
- Drift Detection
- OSFI E-23 & SR 11-7
Cloud & Tools
- AWS & Azure & GCP
- FastAPI & Python
- PostgreSQL & SQL
- Power BI & Looker
- Git & Vercel
Ready to build something intelligent?
I am currently open to ML Engineer, AI Engineer, and Data Engineer opportunities across Canada.
Let's Talk