Open to opportunities

Sergio Andrés Herrera Vallejo

@sergioandrsherrerava

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Informatics Engineering student and software developer focused on GenAI, ML, and TinyML for real-world systems.

Zimbabwe

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What I'm looking for

I’m looking for a role where I can combine software development with data/ML—especially TinyML/Edge AI—while shipping real products. I value close collaboration, clear ownership, and systems that are understandable to the people using them.

I’m an Informatics Engineering student and software developer/IT engineer who’s worked on projects that support daily operations in administrative and production environments. I’m comfortable across software, data, and deployment, and I move with discipline and curiosity—always valuing close collaboration and practical technology people can truly understand and own.

In my current Software Developer role, I develop desktop applications using C# .NET and integrate web applications with Angular v18+, React, and WordPress. I also handle IT equipment maintenance, including computers and data networks, bringing an IT systems mindset alongside application development.

I’ve deliberately expanded my focus toward data-driven systems and Machine Learning. With hands-on TinyML experience for motion, voice, and image use cases on embedded systems, I use TensorFlow Lite, Edge Impulse, and scikit-learn—bridging model work to deployment realities.

I also support my applied AI and software work with tools like Docker, Kafka, and Power BI. My education has given me a strong foundation in software architecture, systems design, cybersecurity, and IT management, along with a growing specialization in TinyML, Edge AI, and intelligent systems.

Experience

Work history, roles, and key accomplishments

Current

Software Developer

Current

INTEGRAL DE EMPAQUES S.A.S

Sep 2024 - Present (1 year 10 months)

I develop desktop applications using C# .NET and integrate web applications with Angular v18+, React, and WordPress. Additionally, I handle the maintenance of IT equipment, including computers, data networks, and other key components related to Systems Engineering.

Current

Software Developer

Current

INTEGRAL DE EMPAQUES S.A.S

Sep 2024 - Present (1 year 10 months)

Education

Degrees, certifications, and relevant coursework

Universidad Autónoma de Occidente

Bachelor in Informatics Engineering, Informatics Engineering

2022 - 2026

Strong foundation in software architecture, systems design, cybersecurity, and IT management, with a growing specialization in Machine Learning and intelligent systems.

-Led and developed academic and real-world software projects with measurable operational impact.
- Applied analytical thinking to automation and optimization challenges in enterprise environments.
- Advanced focus on TinyML, Edge

BIlingual Lacordaire School

Baccalaureate

2011 - 2022

Bilingual education in English, with strong emphasis on discipline, structured thinking, and academic excellence.

- Ranked 1st in class and awarded Academic Excellence for 11 consecutive years.
- Recipient of the “Silver Laurel”, the highest institutional distinction.
- Certified B2 in English (Cambridge PET) with solid academic training in French.

Degree project focused on innovation and sustai