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I'm Lennox Kuria, an elite AI Evaluation Engineer & Algorithmic Reasoning Specialist with proven expertise in designing adversarial test cases, constructing deterministic evaluation rubrics, and performing surgical code audits for frontier LLM training pipelines. I have a deep command of Advanced Data Structures & Algorithms (Tries, DAGs, Dynamic Programming), high-concurrency Python architectures, and formal verification methodologies (Lean, TLA+). I specialize in breaking AI reasoning pathways through systematic edge-case construction, repo-wide code evaluation, and multi-step agentic workflow validation. I've evaluated 1000+ AI outputs across software engineering, finance, mathematics, and Web3 domains, maintaining 94% peer reviewer agreement on complex RLHF tasks. I design robust evaluation rubrics for code correctness, security vulnerabilities, and maintainability across multi-file refactors and architectural migrations. Authorized to work as a B2B/C2C contractor for US entities.…I'm Lennox Kuria, an elite AI Evaluation Engineer & Algorithmic Reasoning Specialist with proven expertise in designing adversarial test cases, constructing deterministic evaluation rubrics, and performing surgical code audits for frontier LLM training pipelines. I have a deep command of Advanced Data Structures & Algorithms (Tries, DAGs, Dynamic Programming), high-concurrency Python architectures, and formal verification methodologies (Lean, TLA+). I specialize in breaking AI reasoning pathways through systematic edge-case construction, repo-wide code evaluation, and multi-step agentic workflow validation. I've evaluated 1000+ AI outputs across software engineering, finance, mathematics, and Web3 domains, maintaining 94% peer reviewer agreement on complex RLHF tasks. I design robust evaluation rubrics for code correctness, security vulnerabilities, and maintainability across multi-file refactors and architectural migrations. Authorized to work as a B2B/C2C contractor for US entities.

Lennox Kuria

AI Engineer, Data Scientist, Full Stack Developer, +5

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I'm Lennox Kuria, an elite AI Evaluation Engineer & Algorithmic Reasoning Specialist with proven expertise in designing adversarial test cases, constructing deterministic evaluation rubrics, and performing surgical code audits for frontier LLM training pipelines. I have a deep command of Advanced Data Structures & Algorithms (Tries, DAGs, Dynamic Programming), high-concurrency Python architectures, and formal verification methodologies (Lean, TLA+). I specialize in breaking AI reasoning pathways through systematic edge-case construction, repo-wide code evaluation, and multi-step agentic workflow validation. I've evaluated 1000+ AI outputs across software engineering, finance, mathematics, and Web3 domains, maintaining 94% peer reviewer agreement on complex RLHF tasks. I design robust evaluation rubrics for code correctness, security vulnerabilities, and maintainability across multi-file refactors and architectural migrations. Authorized to work as a B2B/C2C contractor for US entities.…I'm Lennox Kuria, an elite AI Evaluation Engineer & Algorithmic Reasoning Specialist with proven expertise in designing adversarial test cases, constructing deterministic evaluation rubrics, and performing surgical code audits for frontier LLM training pipelines. I have a deep command of Advanced Data Structures & Algorithms (Tries, DAGs, Dynamic Programming), high-concurrency Python architectures, and formal verification methodologies (Lean, TLA+). I specialize in breaking AI reasoning pathways through systematic edge-case construction, repo-wide code evaluation, and multi-step agentic workflow validation. I've evaluated 1000+ AI outputs across software engineering, finance, mathematics, and Web3 domains, maintaining 94% peer reviewer agreement on complex RLHF tasks. I design robust evaluation rubrics for code correctness, security vulnerabilities, and maintainability across multi-file refactors and architectural migrations. Authorized to work as a B2B/C2C contractor for US entities.

Available to hire

I’m Lennox Kuria, an elite AI Evaluation Engineer & Algorithmic Reasoning Specialist with proven expertise in designing adversarial test cases, constructing deterministic evaluation rubrics, and performing surgical code audits for frontier LLM training pipelines. I have a deep command of Advanced Data Structures & Algorithms (Tries, DAGs, Dynamic Programming), high-concurrency Python architectures, and formal verification methodologies (Lean, TLA+). I specialize in breaking AI reasoning pathways through systematic edge-case construction, repo-wide code evaluation, and multi-step agentic workflow validation.

I’ve evaluated 1000+ AI outputs across software engineering, finance, mathematics, and Web3 domains, maintaining 94% peer reviewer agreement on complex RLHF tasks. I design robust evaluation rubrics for code correctness, security vulnerabilities, and maintainability across multi-file refactors and architectural migrations. Authorized to work as a B2B/C2C contractor for US entities.

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Language

English

Fluent

Work Experience

Senior AI Training & Evaluation Specialist at Independent AI Contractor / Datacurve AI Shipd|Contract

December 1, 2025 - Present

Architect deterministic evaluation environments and generate high-fidelity RLHF datasets for frontier LLMs; evaluate 200+ AI outputs monthly; maintain 94% agreement with peer reviewers on complex RLHF tasks; design adversarial 'Quests' to expose weaknesses in repo-wide code generation and multi-agent workflows; perform rigorous code QA and PR reviews for large-scale distributed systems, identifying subtle concurrency bugs and optimizing algorithms while enforcing strict typing.

Senior AI Training & Evaluation Specialist at Datacurve AI

December 1, 2025 - Present

Architect deterministic evaluation environments and generate high-fidelity RLHF datasets for frontier LLMs; evaluate 200+ AI outputs monthly across software engineering, finance, mathematics, and Web3; construct adversarial quests to expose weaknesses in repo-wide code generation and agentic workflows; conduct rigorous code QA and PR reviews for large-scale distributed systems; design evaluation rubrics for code correctness, security vulnerabilities, and maintainability across multi-file refactors and architectural migrations.

AI Systems Evaluator / RLHF Engineer at Independent / Stealth Labs|Contract

February 1, 2025 - August 1, 2025

Build deterministic Docker environments and Python AST verifiers to evaluate frontier AI models for production reliability; generate specialized training datasets focused on edge computing, adversarial prompt defense, and multi-agent coordination; validate mathematical proofs using Lean, assessing 200+ AI-generated proofs; identify gaps between syntactic correctness and problem-solving.

AI Systems Evaluator / RLHF Engineer at Stealth Labs

February 1, 2025 - August 1, 2025

Build deterministic Docker environments and Python-based AST verifiers to evaluate frontier AI models for production reliability; generate specialized training datasets focused on edge computing scenarios, adversarial prompt defense, and multi-agent system coordination; validate mathematical proofs using Lean framework, assessing 200+ AI-generated proofs across number theory, graph theory, and combinatorics; identify gaps between syntactically correct proofs and engineering problems.

Senior Full Stack Software Engineer at Moovx

November 1, 2023 - January 1, 2025

Designed highly scalable web applications bridging modern reactive frontends (React, Vue.js) with secure, object-oriented backend APIs handling 100K+ daily requests; led architectural design for cloud migrations using strangler-fig patterns to safely transition legacy monoliths into microservices; built and maintained robust CI/CD pipelines with Terraform and Kubernetes, enforcing blue-green deployments; architected scalable stream processing and data orchestration pipelines (Apache Airflow, Golang) capable of securely processing 10M+ payloads daily.

Lead Architect & Developer at Aegis-Market (Independent Project)|Apprenticeship

February 1, 2023 - March 1, 2026

Architected autonomous multi-agent arbitrage and negotiation engine; designed deterministic data validation pipelines using JSON schemas; developed RAG (Retrieval-Augmented Generation) pipeline to ground agent reasoning in verified internal data; enforced OpSec with isolated containerized execution environments preventing unverified agents from autonomous state changes without human approval.

Lead Architect & Developer at Aegis-Market

February 1, 2023 - March 1, 2026

Architected autonomous multi-agent arbitrage and negotiation engine using FastAPI for high-throughput backend orchestration; designed strict deterministic data validation pipelines using Pydantic, ensuring all agent inputs/outputs adhere to rigid JSON schemas before execution; developed Retrieval-Augmented Generation (RAG) pipeline to ground agent reasoning in verified internal data with strict cost-control mechanisms; enforced operational security by designing isolated, containerized execution environments preventing unverified agents from making autonomous state changes without human approval.

Data Infrastructure & Systems Analyst at Freelance Tech Solutions

March 1, 2017 - December 1, 2020

Built and maintained complex distributed systems and backend workflows using Python, ensuring structural integrity for large-scale enterprise data integrations; developed full-stack features from database schema design to client-side UI; integrated automated testing frameworks and version control to reduce post-release hotfixes; created backend verifiers that autonomously monitored data quality and pipeline health.