Gare A.

Key Skills

Software

Mercor

Mindrift

OpenCV AI Kit (OAK)

Telus

Appen

Axiom AI

CloudFactory

Top Subject Matter

AI-assisted embedded/PLC development tooling and contextual workflow design

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Video

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Classification

Polyline

Segmentation

Freelancer Overview

Independent/Freelance — Agentic Full Stack Developer / Technical Product Delivery Lead (Forge IDE). Brings 12+ years of professional experience across data analytics, software development, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Executive Master of Science, Harrisburg University of Science and Technology (2025) and Master of Science, University of Huddersfield (2020). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Prompt + Response Writing (SFT).

Labeling Experience

Independent/Freelance — Agentic Full Stack Developer / Technical Product Delivery Lead (Forge IDE)

Prompt + Response Writing (SFT)

Built an AI-native IDE for embedded systems and PLC-adjacent firmware workflows, focusing on AI-assisted interaction patterns rather than manual labeling. The work included creating tooling that injects hardware context and supports developer workflows that can generate or refine code and outputs. This role emphasized structuring AI-ready inputs and runtime context to improve downstream developer productivity. • Developed serial monitor and flash toolbar tooling for firmware workflows • Implemented hardware-context injection to condition AI-assisted behavior • Supported PlatformIO build integration for embedded development • Created an AI-native workflow for IDE use in PLC-adjacent tasks

2025 - Present

Education

Work History