Aldo C.

Founder & CEO

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San Francisco, United States

Experience

Jan 2025 - Present
1 year
Forest Hill, 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
1 year
Forest Hill, 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 year
Los 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 years
Baltimore, 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 years
Baltimore, 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 years
Baltimore, 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 years
Baltimore, 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 years
Liège, 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 MBMDR software based on C++ for SNP interaction studies
Jan 2015 - Dec 2016
2 years
Lima, Peru

Founder, CEO, Electrical Engineer, Research and Development

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
14 years
Lima, Peru

Visiting Faculty

National University of Engineering

  • Courses taught: Deep Learning, Data Science, Fundamentals of Artificial Intelligence, Machine Learning, Computer Vision (including OCR), Object detection using Yolov5, Yolov7 and Yolov11
  • Supervised student capstone projects and graduate research in embedded AI
Jan 2011 - Dec 2015
5 years
Lima, Peru

Electrical Engineer, Research and Development

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% including OCR for all PDF documents (ComprimePDF)
Jan 2010 - Dec 2011
2 years
United 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 years
Grand 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

Machine Learning Vision Engineer specializing in production-grade OCR and computer vision systems, with strong expertise in Python, PyTorch, OpenCV, and object-oriented software design. Experienced in developing scalable object detection, image classification, and OCR pipelines optimized for low-latency, high-throughput transaction workflows, and integrating ML components into distributed architectures in collaboration with DevOps and engineering teams.

Skills

  • Languages: Python, Java (Spring, Boot), C, C++, C#, Sql, R, Matlab, Cuda

  • Devops: Git, Gradle, Jenkins, Docker, Kubernetes, Ci/cd, Ocp

  • Tools / Machine Learning: Pytorch, Tensorflow, Jax, Mlops, Llm, Ollama, Langchain, Langgraph, Rag, Snowflake, Databricks

Languages

Spanish
Native
English
Advanced
French
Intermediate

Education

Oct 2017 - Jun 2021

University of Liège

Ph.D. in Biomedical and Pharmaceutical Science · Biomedical and Pharmaceutical Science · Liège, Belgium

Oct 2006 - Jun 2010

University of North Dakota

Ph.D. in Electrical Engineering · Electrical Engineering · Grand Forks, United States

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