Brandon E.

Key Skills

Software

Don't disclose

Top Subject Matter

AI alignment truth-seeking evaluation

motivated reasoning detection

Behavioral data collection and evaluation in ABA therapy

Top Data Types

Text

Computer Code Programming

Top Task Types

Red Teaming

Freelancer Overview

Independent Researcher — Transcendent Intelligence (TI) Sigma. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include analytical rigor, strong prioritization skills, communicating uncertainty proportionately, publicly updating errors, intelligence-analysis-grade source evaluation + red teaming, steel-manning, prediction markets, and inventing an AI neurofeedback mood improvement prototype alongside a brain-metric-based cybersecurity concept. Education includes Bachelor of Science, University of Connecticut (2024). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Red Teaming.

Labeling Experience

Independent Researcher - Transcendent Intelligence Sigma

Red Teaming

As an independent researcher, you originated a meta-philosophy framework spanning philosophy of science, formal logic, statistics, cognitive psychology, and AI alignment. You produced original research outputs including formal verification results and published open-access papers with citable identifiers. You focused on truth-seeking methodology, uncertainty communication, and adversarial evaluation practices suitable for rigorous AI reasoning workflows. • Authored 20 machine-checked Lean 4/mathematical theorems with axiom accounting • Developed MR truth-labeling and prioritization methods for disconfirmation work • Performed public error correction including 48-hour retractions and retraction cataloging • Built forecasting and market-participation workflows and advanced red-team style evaluation concepts.

2025 - Present

ABA Behavior Technician — A Brand New Day

Don't disclose

Worked as an ABA Behavior Technician performing session data logging and adherence to discrete-trial training protocols for autism clients. Contributed to behavioral plan implementation by recording session outcomes and supporting objective-based developmental targets. This role involved structured observational measurement and evaluation of client performance across repeated sessions. • Delivered one-on-one discrete-trial training with protocol adherence • Logged session data and supported behavior-plan execution • Tracked progress toward developmental objectives (reported 95% achievement) • Provided accuracy-focused execution for ages 9–19 clients

2025 - Present

Independent Researcher — Transcendent Intelligence (TI) Sigma

Don't discloseText

Served as an independent researcher developing a four-valued truth-labeling framework to evaluate reasoning outcomes in AI alignment and related epistemic tasks. Produced and validated MR Truth Labels using a multi-rater categorical rubric to quantify inter-rater agreement and detect motivated-reasoning failures. Maintained rigorous public updating practices via documented retractions tied to falsification of prior audits. • Developed True/False/Indeterminate/Double-True (Tralse) labeling schema with meta-truths • Measured Fleiss κ = 0.906 across three independent raters for rubric reliability • Implemented dual-threshold inference criteria to classify confirm/indeterminate/disconfirm outcomes • Conducted red-team style adversarial evaluation methods using vacuous-confirm and indeterminate clause controls

2025 - Present

ABA Behavior Technician — Altura Care

Don't disclose

Performed ABA Behavior Technician duties involving discrete-trial training and session data logging for autism clients. Implemented behavior-plan components under a structured protocol to support developmental objective attainment. Collected and used session measurements to evaluate client progress during the assignment period. • Conducted one-on-one discrete-trial training • Followed session protocol and behavior-plan implementation • Logged session data to measure outcomes • Served as a secondary ABA technician role for a different client

2025 - 2025

Education

Work History