Tópê Malheiro
@tpmalheiro
Software developer building AI automation workflows and reliable agent tooling.
What I'm looking for
I’m a freelance software developer focused on turning unstructured inputs into reliable, end-to-end automation. I built an AI-assisted form-filling platform that parses CVs, uses LLM-assisted field mapping, orchestrates multi-step webforms, and includes QA/validation tooling.
I also build agent infrastructure: MCP-based workspace orchestration for multi-window control and one-prompt autonomous coding workflows, plus MCP tooling and RDR recovery workflows for more dependable agent execution and automated task recovery.
Beyond software, I bring strong audio and systems experience from live sound engineering, music production, and IT/multimedia troubleshooting—so I’m comfortable with real-time constraints, debugging, and building practical workflows. I’ve also contributed as an AI agent assistant providing human feedback for reinforcement learning and human-AI collaboration.
Experience
Work history, roles, and key accomplishments
AI Agent Feedback Contributor
Mindrift
Sep 2025 - Present (9 months)
Provided human feedback for reinforcement learning by evaluating and validating AI-generated outputs, correcting errors through web research, and refining training data across domains. Collaborated with LLM copilots by designing and tuning prompts to improve accuracy, credibility, and reliability.
Built an AI-assisted form-filling automation platform that parses CVs and uses LLM-assisted field mapping to orchestrate multi-step webforms, including QA/validation tooling. Developed MCP-based agent/workspace orchestration and RDR recovery workflows to improve autonomous coding reliability.
IT & Multimedia Technician
Freelancer
Feb 2024 - Present (2 years 4 months)
Diagnosed and resolved hardware and software issues, including firmware/imaging workflows, BIOS configuration, and Windows 11 troubleshooting. Built multimedia production setups using OBS, VoiceMeeter, and DaVinci Resolve, including multi-channel audio routing and data recovery.
Event Stagehand & Loader
RFBAS Crew Unipessoal Lda
Nov 2023 - Present (2 years 7 months)
Provided event equipment load-in/load-out services and supported assembly, cabling, and setup of sound, lighting, LED walls, and audiovisual equipment. Worked in fast-paced crew environments requiring reliable physical execution, technical awareness, and coordination under time pressure.
Live Sound & Music Production
Freelancer
Jul 2020 - Present (5 years 11 months)
Delivered live sound engineering and PA setup, including signal routing, phase alignment, delay configuration, calibration, and real-time troubleshooting. Recorded, mixed, and mastered audio in Ableton Live and Pro Tools, and built Max for Live tools for performance automation and sound design.
Multimedia Intern (Design)
Marte – Agência De Publicidade
May 2019 - Jul 2019 (2 months)
Created digital mockups and localized campaign materials using Adobe Photoshop and After Effects for Portuguese-speaking audiences. Built front-end WordPress website content for an IT services company and prepared design assets using Adobe Illustrator.
Education
Degrees, certifications, and relevant coursework
Point Blank Music School
BA (Hons) Music Production and Sound Engineering, Music Production and Sound Engineering
2020 - 2024
Grade: Third Class Honors
Activities and societies: Advanced Ableton Live training; production analysis; advanced sound design (Max for Live/Reaktor 6); advanced mixing in Ableton Live & Pro Tools; advanced mastering; composition for film/TV; game audio (Unity/FMOD); live performance/automation.
BA (Hons) in Music Production and Sound Engineering, covering advanced Ableton Live training, sound design, mixing, mastering, and music industry topics. Completed study focused on composition, production analysis, and live performance including Max for Live and game audio tools.
Escola de Tecnologias Inovação e Criação (ETIC)
Electronic Music Production (Certificate), Electronic Music Production
2019 - 2020
Grade: 13/20
Activities and societies: Ableton Live; audio mixing; music composition; mastering; cubase; remixing; sound design; live performance; music marketing/music industry.
Electronic Music Production certificate program focused on audio production fundamentals including Ableton Live workflows and music production techniques. Covered music composition, audio mixing, mastering, sound design, live performance, and music marketing/industry topics.
Escola Profissional de Imagem / E.P.I.
Multimedia Technician (High-School CTE), Multimedia Technician
2016 - 2019
Grade: 12
Activities and societies: Computer systems; design/communication & audiovisuals; graphic multimedia techniques; multimedia project & production; professional aptitude exam project: created the game “Squarehead”.
Multimedia Technician (High-School CTE) program covering computer systems, multimedia project production, and design/communication for audiovisual outputs. Included graphic multimedia techniques and a professional aptitude exam project involving game creation.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
tinyurl.com/ExamplesOfExpertiseJob categories
Skills
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