Victor B.

Key Skills

Software

Other

CloudFactory

Remotasks

Internal/Proprietary Tooling

Top Subject Matter

Manufacturing operations analytics and AI workflow automation

Digital health / machine learning problem-solving

Insurtech for health-cost risk using AI-enabled product innovation

Top Data Types

Text

Document

Medical Dicom

Top Task Types

Fine-tuning

Classification

Bounding Box

Text Generation

Transcription

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

AI Workflow automation — WalterPack (Bilbao, Spain). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Medicine and Bachelor of Surgery, University of Nairobi (2024) and Certificate, Said Business School, Oxford (2024). AI-training focus includes data types such as Computer Code, Programming, and Medical and labeling workflows including Computer Programming, Coding, and Fine-tuning.

Labeling Experience

Founder — Tawi Digital Health (Nairobi, Kenya)

OtherFine-tuning

Built and developed an AI-enabled digital health solution for a health startup from ideation through product development and launch. The work included applying machine learning concepts in a healthcare context, including designing an app-integrated solution that analyzes and solves problems using ML algorithms. This reflects AI model development/training effort associated with the product rather than direct labeling. • Developed an AI-driven digital health solution intended to analyze and solve healthcare problems. • Embedded machine learning functionality into a mobile application for patient support. • Conducted iterative design and product development to reach launch readiness. • Collaborated on startup activities leading to AI innovation recognition.

2021 - Present

AI Workflow automation — WalterPack (Bilbao, Spain)

Designed and implemented AI workflow automation tools for a car manufacturing context, focusing on reducing running costs and predicting operational outcomes. Work involved building rule/logic and automation that effectively uses AI/ML-style prediction to support business decisions. This is related to AI training/enablement via workflow automation rather than manual dataset annotation. • Built workflow automation tools to improve cost efficiency and forecasting. • Implemented predictive logic to reduce loss from unsold inventory via turnover prediction. • Validated that automation enabled timely operations and improved performance. • Integrated the solution into an operational workflow at WalterPack.

2025 - 2025

Founder — Finafya (Kigali, Rwanda)

OtherRLHF

Contributed to the development of machine-learning-based features within a healthcare startup that protects informal workers from catastrophic health bills. The role centers on applying AI/product innovation concepts to health-related financial protection rather than traditional data annotation. No explicit dataset labeling activities are stated, but the work is aligned with AI-enabled product development. • Launched and iterated an insurtech product focused on health cost risk. • Applied AI/ML thinking to improve product outcomes in the health insurance domain. • Supported model/product integration within startup operations. • Managed product development from launch planning through delivery.

2021 - 2023

Education

Work History