Lewis M.

Key Skills

Software

Other

Top Subject Matter

Software architecture

relational databases

network/system logic validation

Top Data Types

Text

Top Task Types

No task types listed

Freelancer Overview

Technical System Designer & Logic Evaluator (Azani ISP Management System). Core strengths include Other. Education includes Diploma in Education, Kagumo Teachers Training College (2020). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Computer Programming, Coding, and Evaluation.

Labeling Experience

STEM Content Specialist & Error Analyst (Physics & Computer Science) - Kagumo Teachers Training College (PMECH Class)

OtherText

Created and validated instructional and technical STEM datasets by decomposing advanced physics/computer science reasoning into step-by-step rationales aligned to chain-of-thought style. Evaluated peer solutions and complex technical answers using strict factuality, accuracy, and depth thresholds, and cataloged conceptual/procedural mistakes for correction. Applied fine-grained formatting rules and metadata-like tagging to structure training-ready content. • Deconstructed advanced derivations into stepwise CoT-style rationales • Reviewed peer code and mathematical logic flows to identify and correct errors • Designed structured instructional datasets and curriculum frameworks with tag-like constraints • Conducted objective scoring and factuality verification on complex technical answers

2025 - Present

Technical System Designer & Logic Evaluator (Azani ISP Management System)

Other

Worked as a logic evaluator and technical system designer by validating programmatic behavior, identifying inconsistencies, and performing bug-classification style checks across system modules. Produced structured technical documentation and flow hierarchies that function as training-supporting text and evaluation references for dataset quality. Delivered gold-standard relational schema models to enable consistent logical flow tracking and downstream annotation-style usage. • Validated end-to-end system schemas and relational database models (MS Access/SQL) • Performed exhaustive code and logic debugging with adversarial-style verification • Authored multi-tier technical documentation for accurate SFT training text generation • Designed precision flowcharts and logic hierarchies for anomaly resolution and verification

2025 - Present

Education