About
AI/ML engineer specializing in production RAG systems, agentic workflows, and evaluation pipelines.
Most recently at Qanooni AI, built enterprise-scale document-processing pipelines and QCounsel, a 26-tool AI agent running inside Microsoft Word.
I design and ship production AI systems with rigorous evaluation frameworks, including a citation-hallucination benchmark spanning 6 frontier models.
Previously led engineering at a document automation startup.
Strong foundation in Python, FastAPI, TypeScript, and cloud infrastructure.
What I'm looking for
Target Roles: Remote AI/ML Engineer, LLM & Agent Engineer, Full-Stack AI Engineer, or Software Engineer (Global remote).
I am interested in building production AI agents, robust RAG systems, evaluation pipelines, and high-performance web applications. Open to general tech companies, AI startups, quantitative teams, as well as legal tech engineering roles. Available starting July 2026.
Experience
Software Engineer (Legal AI)
Qanooni AI
Oct 2025 – Jun 2026
Built production AI systems for legal drafting and review at scale.
Integrated DocETL pipeline orchestration (Split → ParallelMap → CodeMap → Reduce).
Shipped multilingual legal-AI evaluation: English and Arabic evaluation splits, jurisdiction-aware judge prompts, pipeline evaluations, and prompt optimization.
Built QCounsel, a Pydantic AI agent running inside Microsoft Word for legal research, drafting, and litigation workflows; designed its evaluation framework, tool-routing classifier, and clarify-vs-act logic.
Production AI ops: feedback-triaged bug fixes from Langfuse trace IDs; span-level latency debugging;
PostHog vs DB telemetry reconciliation for apply-rate analysis.
Stack: Python, FastAPI, Pydantic AI, DocETL, Langfuse, Claude API, pytest, Ruff, Pyright.
PythonPydantic AIFastAPILangfuse
Lead Software Engineer
CaseSimpli Legal Tech Solutions
Nov 2024 – Oct 2025
Led engineering on an AI-assisted legal document automation platform.
Built AI-assisted legal document automation system that reduced contract drafting time by 30% while preserving lawyer-in-the-loop oversight.
Built RAG pipelines for statutory materials and precedents, emphasizing citation grounding and controlled outputs.
Developed AI-powered legal chatbot; improved case analysis efficiency by 25%.
Collaborated with legal professionals to align system behavior with substantive legal expectations.
Stack: Python (FastAPI), Next.js, PostgreSQL, OpenAI Assistants, Azure.
PythonNext.jsRAGPostgreSQL
Frontend Web Engineer (Part-Time)
Data Quotient Hub
Apr 2025 – Oct 2025
Shipped responsive enterprise UIs in Next.js + TypeScript for a data-management product.
Worked with backend teams to integrate APIs, ensure system reliability, and improve performance.
Next.jsTypeScriptReact
ICT Manager & Instructor
Glory Schools, Egbedi
Jan 2022 – Dec 2024
Built and maintained digital examination and e-learning platforms (99.9% uptime); implemented JWT authentication and role-based access control.
Delivered a school management platform (Python + React + Docker; 1,400+ books, 3,000+ videos; 35+ PRs).
Taught practical programming and ICT.
PythonReactDocker
Education
WorldQuant University
Master of Science · Financial Engineering
WorldQuant University
MSc (in progress) · Financial Engineering
2025
ESCAE Benin University, Cotonou
LLB Law
2018 – 2022
ESCAE Benin University, Cotonou
LLB, First Class Honours · Law
2018 – 2022
Certifications
Clio Certified Administrator (Legal Practice Management)
Clio
Sep 2025 – No expiry
Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate
Oracle
Sep 2025 – No expiry
ML Specialization Unsupervised Learning, Recommenders, Reinforcement Learning
Coursera
Advanced Learning Algorithms
Coursera
Applied Data Science Lab
WorldQuant University
Unsupervised Learning, Recommenders, Reinforcement Learning (ML Specialization)
Coursera / DeepLearning.AI
Advanced Learning Algorithms (Machine Learning Specialization)
Coursera / DeepLearning.AI
Foundations of Financial Engineering
WorldQuant University
Fundamentals of LLMs
DeepLearning.AI
Skills
TypeScriptLegal TechDockerPostgreSQLReactRAGNext.jsPyTorchAI AgentsFastAPILarge Language Models (LLMachine LearningPython
Languages
English (Native or bilingual proficiency)Yoruba (Native or bilingual proficiency)
