Aldo C.
Founder & CEO
Experience
Jan 2025 - Present
11 monthsSan Francisco, United States
Founder & CEO
Knotenloserin
- Spearheaded product strategy and development roadmap for AI-driven software solutions
- Designed and implemented Large Language Model (LLM) applications, including RAG pipelines, autonomous agents, and intelligent chatbots
- Developed generative AI systems for text, image, and data synthesis across multiple domains
- Built and deployed scalable SaaS platforms tailored for customized enterprise and research applications
- Led customer acquisition and user research initiatives, translating insights into product growth and improved user experience
- Managed business operations, partnerships, and strategic collaborations to accelerate company growth and innovation
Jan 2025 - Present
11 monthsSan Francisco, United States
Firmware Engineer
RPM Tech
- Developed and maintained C# applications for automated quality testing of Culinex production units
- Implemented Python and C# tools to establish and manage TCP/IP network connectivity for device communication
- Reviewed and optimized embedded C/C++ firmware code to enhance performance and reliability
- Conducted software testing, debugging, and validation to ensure functional compliance and stability
- Managed version control and collaborative development workflows using GitHub
Jan 2024 - Dec 2024
1 yearLos Angeles, United States
Electrical Engineer
Attune Neurosciences
- Designed and implemented a custom GUI in Python for Focused Ultrasound device testing and data visualization
- Reviewed and refined Arduino firmware written in C++ to improve device performance and reliability
- Performed MRI data analysis comparing addiction and control cohorts using advanced neuroimaging tools
- Authored a research manuscript on neuroimaging and behavioral correlations, currently in preparation for publication
Jan 2023 - Dec 2025
3 yearsBaltimore, United States
Postdoctoral Fellow
University of Maryland, Baltimore
- Advanced Alzheimer’s disease research through the integration of ASL-MRI, PET-FDG, and fMRI modalities
- Applied mathematical modeling, signal processing, and deep learning to identify biomarkers and characterize disease progression
Jan 2022 - Dec 2023
2 yearsBaltimore, United States
Senior Machine Learning Scientist
Sonosa Medical Inc.
- Designed and implemented AI/ML algorithms and end-to-end pipelines for ultrasound image processing
- Deployed deep learning models on Google Cloud for scalable clinical and research applications
- Contributed to clinical study design, data acquisition, and patient recruitment strategies
- Led software development efforts for integrating AI tools into clinical workflows
- Supported non-dilutive funding applications by providing technical documentation and data-driven results
Jan 2019 - Dec 2025
7 yearsBaltimore, United States
Postdoctoral Fellow
University of Maryland, Baltimore
- Supported curriculum development and lab modules for neuroimaging and AI integration
- Mentored junior researchers in data analysis and machine learning applications
Jan 2019 - Dec 2022
4 yearsBaltimore, United States
Postdoctoral Fellow
University of Maryland, Baltimore
- Applied ASL-MRI, PET-FDG, and fMRI in Alzheimer’s research, integrating mathematical models, signal processing, and deep learning
- Investigated disease progression and identified biomarkers
Jan 2017 - Dec 2019
3 yearsLiège, Belgium
Researcher
University of Liège
- Identified circadian and ultradian patterns in disorders of consciousness patients
- Processed and analyzed EEG data
- Conducted DTI analysis for disorders of consciousness patients
- Enhanced MB-MDR software based on C++ for SNP interaction studies
Jan 2015 - Dec 2016
2 yearsLima, Peru
Founder, CEO
Knotenloserin
- Researched deep learning and CNN applications for video surveillance
- Developed software for UAV-based image mosaicking using C++ and Python
- Developed video surveillance AI models
- Designed and laid out PCBAs for different industry applications
Jan 2012 - Present
13 years 11 monthsLima, Peru
Visiting Faculty
National University of Engineering
- Courses taught: Deep Learning, Data Science, Fundamentals of Artificial Intelligence, Machine Learning
- Supervised student capstone projects and graduate research in embedded AI
Jan 2011 - Dec 2015
5 yearsLima, Peru
Electrical Engineer
I+T - Engineering and Technology
- Developed power system software (Swap Smart) using C++ (Visual Studio)
- Created super-resolution algorithms for medical imaging (SuperRIVAM)
- Engineered a PDF compression tool reducing file sizes by 20–90% (ComprimePDF)
Jan 2010 - Dec 2011
2 yearsUnited States
Software Quality Assurance Engineer
DTS
- Designed automated testing scripts for testing C and C++ SDKs on Windows and Linux
- Developed CMake files for SDK compilation
- Created mobile applications for 5.1 audio effects
Jan 2006 - Dec 2010
5 yearsGrand Forks, United States
Graduate Teaching Assistant
University of North Dakota
- Assisted in teaching embedded systems, microprocessor design, and real-time systems
- Mentored students in GPU programming and C/C++ implementation
Summary
AI and Electrical Engineer with extensive experience in medical imaging, machine learning, and cloud-based AI deployment.
Proven ability to design, build, and scale end-to-end ML pipelines from data preprocessing and model development to deployment on GCP Vertex AI, Docker, and Kubernetes.
Skilled in developing real-world healthcare and neuroimaging applications using Python, C++, and PyTorch, and integrating tools such as FSL, Freesurfer, and SPM.
Adept in applying MLOps best practices, optimizing model performance, and leading interdisciplinary projects that translate research and data science innovations into deployable solutions that improve clinical outcomes.
Languages
Spanish
NativeEnglish
AdvancedFrench
IntermediateEducation
Oct 2017 - Jun 2021
University of Liège
Ph.D. · Biomedical and Pharmaceutical Science · Belgium
Oct 2006 - Jun 2010
University of North Dakota
Ph.D. · Electrical Engineering · United States
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