Multi-purpose n8n AI assistant that ingests reviewer reports, drafts response and cover letters, and scaffolds funding proposals and manuscript narratives from PDFs, emails, and cloud storage in one unified workflow.
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Hello!
I’m Bruno. I help labs with AI automations.
I’m Bruno. I help labs with AI automations.
I’m Bruno. I help labs with AI automations.
Biochemistry Ph.D. with 10+ years of experience.
In a mission to empower science with next-gen AI.
Biochemistry Ph.D. with 10+ years of experience.
In a mission to empower science with next-gen AI.
Biochemistry Ph.D. with 10+ years of experience.
In a mission to empower science with next-gen AI.
Research labs must adopt automations. Save 10-30+ hours/week on admin & analytics, focus on being creative.
Lab Workflow Automations
Automate your sample handling, data logging, and routine experiments you can focus more time on creative pursuit.
Lab Workflow Automations
Automate your sample handling, data logging, and routine experiments you can focus more time on creative pursuit.
Lab Workflow Automations
Automate your sample handling, data logging, and routine experiments you can focus more time on creative pursuit.
AI for Experimental Design
Not everything needs AI, but interpreters to optimize protocols, variable screening and context-driven assistants are helpful.
AI for Experimental Design
Not everything needs AI, but interpreters to optimize protocols, variable screening and context-driven assistants are helpful.
AI for Experimental Design
Not everything needs AI, but interpreters to optimize protocols, variable screening and context-driven assistants are helpful.
Scientific Data Pipelines
Build pipelines that feed on your incoming data in real-time, analyze everything and make it paper-ready, without spending hours in Excel.
Scientific Data Pipelines
Build pipelines that feed on your incoming data in real-time, analyze everything and make it paper-ready, without spending hours in Excel.
Scientific Data Pipelines
Build pipelines that feed on your incoming data in real-time, analyze everything and make it paper-ready, without spending hours in Excel.
Automation Strategy for R&D
Map your lab processes, inventory and instrument management and other internal processes. Design your own roadmap.
Automation Strategy for R&D
Map your lab processes, inventory and instrument management and other internal processes. Design your own roadmap.
Automation Strategy for R&D
Map your lab processes, inventory and instrument management and other internal processes. Design your own roadmap.
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About
I’m Bruno Guerreiro, a former STEM researcher turned Data Engineer. Now I build automation workflows.
A PhD showed me that research is about problem solving. With continued experience in the digital area, my approach now is to solve your problems in a 3-step framework:
(1) Solve the biggest paint point;
(2) Using the solution that brings the most value;
(3) Under minimal complexity and time.
My experiences
I have had the pleasure to work both in academia and industry. That's why I can bridge both and generate value.
JAN 2026 - PRESENT
Creator of "Automation Scientist"
A freelancing venture committed to bringing game-changing internal workflows to the scientific niche: research labs, startups, R&D institutions and healthcare.
JAN 2026 - PRESENT
Creator of "Automation Scientist"
A freelancing venture committed to bringing game-changing internal workflows to the scientific niche: research labs, startups, R&D institutions and healthcare.
JAN 2026 - PRESENT
Creator of "Automation Scientist"
A freelancing venture committed to bringing game-changing internal workflows to the scientific niche: research labs, startups, R&D institutions and healthcare.
MAR 2024 - PRESENT
Cloud Data Engineer
Reduced by 70% the runtime of 9 datastream pipelines for one of the world's largest Telco companies, saving thousands of dollars. Also done cloud migrations, implemented automations & functional dashboards.
MAR 2024 - PRESENT
Cloud Data Engineer
Reduced by 70% the runtime of 9 datastream pipelines for one of the world's largest Telco companies, saving thousands of dollars. Also done cloud migrations, implemented automations & functional dashboards.
MAR 2024 - PRESENT
Cloud Data Engineer
Reduced by 70% the runtime of 9 datastream pipelines for one of the world's largest Telco companies, saving thousands of dollars. Also done cloud migrations, implemented automations & functional dashboards.
JAN 2020 - JUL 2024
Doctorate in Biochemistry & Biophysics
Won over $10,000 in awards. Performed research at University of California-Berkeley under a Fulbright Fellowship. Built Jupyter Notebook analytics pipelines & curated multidimensional analysis databases.
JAN 2020 - JUL 2024
Doctorate in Biochemistry & Biophysics
Won over $10,000 in awards. Performed research at University of California-Berkeley under a Fulbright Fellowship. Built Jupyter Notebook analytics pipelines & curated multidimensional analysis databases.
JAN 2020 - JUL 2024
Doctorate in Biochemistry & Biophysics
Won over $10,000 in awards. Performed research at University of California-Berkeley under a Fulbright Fellowship. Built Jupyter Notebook analytics pipelines & curated multidimensional analysis databases.
SEP 2013 - JUL 2018
Graduated M.Sc. Biochemistry
Started pioneering research in biomolecular cryopreservation. Self-taught in programming too.
SEP 2013 - JUL 2018
Graduated M.Sc. Biochemistry
Started pioneering research in biomolecular cryopreservation. Self-taught in programming too.
SEP 2013 - JUL 2018
Graduated M.Sc. Biochemistry
Started pioneering research in biomolecular cryopreservation. Self-taught in programming too.
"Bruno's analytical framework transformed weeks of work into seconds. We would have an idea in the morning, and instead of waiting for the next day to discuss, we discussed in real time, like watching a show."
Boris Rubinsky
Principal Investigator, UC-Berkeley
“I was skeptical at first because I like to write my own stuff, but this AI helper has become my central academic writing assistant—I use it for response letters, cover letters, and to spin up first drafts of grant proposals in minutes. Then I personalize at will.”
Matilde Aragão
PhD Student
“Since we deployed this workflow, our lab inventory finally runs itself in the background. We have 4 scientists managing a spreadsheet instead of focusing on creating new research ideas.”
Filomena Freitas
Principal Investigator, BIOENG (NOVA)
"Bruno's analytical framework transformed weeks of work into seconds. We would have an idea in the morning, and instead of waiting for the next day to discuss, we discussed in real time, like watching a show."
Boris Rubinsky
Principal Investigator, UC-Berkeley
“I was skeptical at first because I like to write my own stuff, but this AI helper has become my central academic writing assistant—I use it for response letters, cover letters, and to spin up first drafts of grant proposals in minutes. Then I personalize at will.”
Matilde Aragão
PhD Student
“Since we deployed this workflow, our lab inventory finally runs itself in the background. We have 4 scientists managing a spreadsheet instead of focusing on creating new research ideas.”
Filomena Freitas
Principal Investigator, BIOENG (NOVA)
"Bruno's analytical framework transformed weeks of work into seconds. We would have an idea in the morning, and instead of waiting for the next day to discuss, we discussed in real time, like watching a show."
Boris Rubinsky
Principal Investigator, UC-Berkeley
“I was skeptical at first because I like to write my own stuff, but this AI helper has become my central academic writing assistant—I use it for response letters, cover letters, and to spin up first drafts of grant proposals in minutes. Then I personalize at will.”
Matilde Aragão
PhD Student
“Since we deployed this workflow, our lab inventory finally runs itself in the background. We have 4 scientists managing a spreadsheet instead of focusing on creating new research ideas.”
Filomena Freitas
Principal Investigator, BIOENG (NOVA)
Some labs already have competitive advantage over yours.
Multi-purpose n8n AI assistant that ingests reviewer reports, drafts response and cover letters, and scaffolds funding proposals and manuscript narratives from PDFs, emails, and cloud storage in one unified workflow.
Multi-purpose n8n AI assistant that ingests reviewer reports, drafts response and cover letters, and scaffolds funding proposals and manuscript narratives from PDFs, emails, and cloud storage in one unified workflow.
End-to-end n8n automation that syncs Airtable lab inventory, monitors expiry and maintenance, and pushes real-time alerts via Slack and email while supporting barcode-based sample tracking.
End-to-end n8n automation that syncs Airtable lab inventory, monitors expiry and maintenance, and pushes real-time alerts via Slack and email while supporting barcode-based sample tracking.
End-to-end n8n automation that syncs Airtable lab inventory, monitors expiry and maintenance, and pushes real-time alerts via Slack and email while supporting barcode-based sample tracking.
Personal research AI assistant built on a 145-polysaccharide, 144-parameter extremophile database that answers domain questions, surfaces patterns, and automates up to 95% of manual data mining for cryobiology researchers.
Personal research AI assistant built on a 145-polysaccharide, 144-parameter extremophile database that answers domain questions, surfaces patterns, and automates up to 95% of manual data mining for cryobiology researchers.
Personal research AI assistant built on a 145-polysaccharide, 144-parameter extremophile database that answers domain questions, surfaces patterns, and automates up to 95% of manual data mining for cryobiology researchers.
Fully automated cryobiology analytics workflow that gathers pressure-temperature data, transforms and sanitizes data, generates analytics and outputs graphs in real time, saving 30 hours/week on data treatment.
Fully automated cryobiology analytics workflow that gathers pressure-temperature data, transforms and sanitizes data, generates analytics and outputs graphs in real time, saving 30 hours/week on data treatment.
Fully automated cryobiology analytics workflow that gathers pressure-temperature data, transforms and sanitizes data, generates analytics and outputs graphs in real time, saving 30 hours/week on data treatment.
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Satisfied clients
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Years solving problems
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Successful
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Avg. time saved
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Process
My vision is to maximize your value
per unit-content of time.
01.
Research & Discovery
I analyze your custom lab workflows, identify repetitive tasks, and map automation opportunities that align with your research goals.
02.
Strategy & Planning
I design a custom automation roadmap with clear milestones, prioritizing high-impact processes for maximum efficiency gains.
03.
Build & Integrate
I build and configure automation workflows, integrate with your existing tools or data processes, and test for accuracy and reproducibility.
04.
Deploy & Otimize
I implement the solution, train your team, and continuously monitor and refine performance for sustained results. Mission complete!
01.
Research & Discovery
I analyze your custom lab workflows, identify repetitive tasks, and map automation opportunities that align with your research goals.
02.
Strategy & Planning
I design a custom automation roadmap with clear milestones, prioritizing high-impact processes for maximum efficiency gains.
03.
Build & Integrate
I build and configure automation workflows, integrate with your existing tools or data processes, and test for accuracy and reproducibility.
04.
Deploy & Otimize
I implement the solution, train your team, and continuously monitor and refine performance for sustained results. Mission complete!
01.
Research & Discovery
I analyze your custom lab workflows, identify repetitive tasks, and map automation opportunities that align with your research goals.
02.
Strategy & Planning
I design a custom automation roadmap with clear milestones, prioritizing high-impact processes for maximum efficiency gains.
03.
Build & Integrate
I build and configure automation workflows, integrate with your existing tools or data processes, and test for accuracy and reproducibility.
04.
Deploy & Otimize
I implement the solution, train your team, and continuously monitor and refine performance for sustained results. Mission complete!
Choose a plan that's built for you.
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Minimum Package
Perfect for small labs or single-project automation needs.
One automation
Standard tool integration
Basic process mapping
30-day support
Single lab/department
👋
Minimum Package
Perfect for small labs or single-project automation needs.
One automation
Standard tool integration
Basic process mapping
30-day support
Single lab/department
👋
Minimum Package
Perfect for small labs or single-project automation needs.
One automation
Standard tool integration
Basic process mapping
30-day support
Single lab/department
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MAX PERFORMANCE
Tailored solutions for complex research operations.
Multiple automations
Advanced RAG AI, LLMs
Custom automation logic
30-day support
Integrate multiple labs
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MAX PERFORMANCE
Tailored solutions for complex research operations.
Multiple automations
Advanced RAG AI, LLMs
Custom automation logic
30-day support
Integrate multiple labs
👋
MAX PERFORMANCE
Tailored solutions for complex research operations.
Multiple automations
Advanced RAG AI, LLMs
Custom automation logic
30-day support
Integrate multiple labs
Have questions?
If you can't find your answer: hi@automation-scientist.com
Do you charge hourly or on spec?
I typically work on a flat-rate or per-project basis to keep things transparent and simple for both sides. This means you’ll know exactly what you’re paying for upfront. For larger or ongoing work, I’m also open to discussing flexible pricing models.
How long have you been doing automations?
I've been automating tasks for 11 years now, professionally for 3.
Can you do a simple automation mock-up to see if I like it?
Yes, we can come up with a simple automation based on your needs to assess our fit. If our commitments align, we can move forward with building the necessary automations for your needs.
What is the process and how long does it take?
I start with a discovery call to understand your needs. From concept to final delivery, it usually takes 1–12 weeks depending on the project’s scope, complexity and current work.
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Contact