About Me

Profile
MY COMPANY

Dunno_

A modern AI consultancy delivering tailored, high-performance software and machine learning solutions for forward-thinking businesses. We operate at the intersection of innovation, speed, and strategic clarity — combining deep technical expertise with business insight to help companies solve complex challenges, accelerate decision-making, and gain a competitive edge. As a team of professionals with advanced academic and industry backgrounds, we take pride in our precision, integrity, and client-first approach.

Services Offered:

  • AI Consulting & Strategic Advisory
  • Custom Software Solutions
  • Business Intelligence Solutions
  • AI & Machine Learning Solutions

Mission Statement:

Our mission is to design and deliver intelligent systems that elevate businesses — through strategic AI consulting, data-driven insight, and world-class engineering. We partner with forward-thinking organizations to transform complexity into clarity. By combining advanced machine learning with robust software development, we create tailored solutions that align with real goals, adapt to real environments, and deliver real results. Built on precision, collaboration, and purpose, our work is driven by the belief that when intelligence is applied with care and intention, it becomes a powerful force for growth and impact.

Machine Learning Engineer & Software Developer

I'm a passionate Machine Learning Engineer and Software Developer with expertise in building intelligent systems that solve complex problems. With a background in computer science and artificial intelligence, I specialize in developing cutting-edge ML models and robust software applications.

My approach combines theoretical knowledge with practical implementation, ensuring that the solutions I build are not only technically sound but also deliver real-world value. I'm constantly exploring new technologies and methodologies to stay at the forefront of AI innovation.

Outside of work, I value balance and continuous personal growth. I pursue a lifestyle grounded in movement, learning, and meaningful connections — from tennis, calisthenics, and gymnastics to side projects, reading, and time spent with family and friends. These habits keep me energized, focused, and inspired to bring my best to every challenge I take on.

AI & Machine Learning

Machine Learning
Deep Learning
Natural Language Processing
Computer Vision
Reinforcement Learning

Programming Languages

Python
JavaScript
TypeScript
C++
C#
SQL

Frameworks & Libraries

TensorFlow
PyTorch
Scikit-learn
React
Next.js
Node.js
Express.js

Tools & Platforms

Docker
Kubernetes
AWS
GCP
Git
CI/CD

Professional Experience

With over 5 years of experience in machine learning and software development, I've worked across various domains to deliver impactful AI solutions.

2024

Adjunct Professor (AI & Data Analytics)

Universidad de La Sabana
2024 - Present
2023

Machine Learning Researcher

Independent / Universidad de La Sabana
2023 - Present
Fall 2023

Founder & Consultant

Entrepreneurship (AI, ML & Software Consulting)
Fall 2023 - Present
Jan 2022

M.I.S Developer Jr

Teleperformance
Jan 2022 - Jul 2024
Jul 2022

Software Developer PAT

Unisabana Living Lab (Universidad de La Sabana)
Jul 2022 - Jul 2023
2020

Software Engineer (Full Stack)

Startups
2020 - 2021

Academic Journey

My academic journey spans from foundational computer science education to advanced AI research, building a strong theoretical foundation for practical applications.

Jan 2026

Doctorate in Artificial Intelligence

Universidad de La Sabana
Jan 2026 - Nov 2028
Aug 2024

Masters in Applied Analytics

Universidad de La Sabana
Aug 2024 - Nov 2025
Jan 2019

Informatics Engineer

Universidad de La Sabana
Jan 2019 - Dec 2023

Projects Showcase

Here are some of the projects I’m most proud of. Combining technical depth, problem-solving, and impact in real-world environments.

Chrome Extension Framework
Chrome Extension Framework

A reusable framework to rapidly build Manifest V3 Chrome extensions with shared UI, messaging, and deployment tooling.

TypeScript
React
Vite
Plasmo/CRXJS
MV3
Computer Vision Object Detector
Computer Vision Object Detector

Real-time object detection system using deep learning for security and retail applications.

TensorFlow
OpenCV
Python
Docker
Analytics Dashboard
Analytics Dashboard

Full-stack analytics platform with real-time data visualization and reporting capabilities.

Next.js
TypeScript
PostgreSQL
Tailwind CSS
Recommendation Engine
Recommendation Engine

ML-powered recommendation system for e-commerce platforms to increase user engagement.

Scikit-learn
Flask
MongoDB
Vue.js
API Gateway Microservice
API Gateway Microservice

Scalable API gateway that handles authentication, rate limiting, and request routing.

Node.js
Express
Redis
Kubernetes
Sentiment Analysis Tool
Sentiment Analysis Tool

NLP-based sentiment analysis tool for social media monitoring and brand reputation.

BERT
Hugging Face
Django
React
Medical Appointments RPA
Medical Appointments RPA

End-to-end automation for patient appointment assignment considering trials, memberships, availability, and provider constraints.

Python
Pandas
FastAPI
Airflow
PostgreSQL
RPA
Agent–Channel Assignment Optimizer
Agent–Channel Assignment Optimizer

Automates staffing for TV channel verification campaigns using procedural and probabilistic optimization.

Python
OR-Tools
NumPy
Pandas
FastAPI
Redis

Achievements & Recognitions

Full Scholarship Award

2024

Awarded a full scholarship for a Master’s in Applied Analytics, recognizing academic excellence and potential for impact in data-driven fields.

Research Fellowship

2024

Selected for a research fellowship focused on advancing causality methods in artificial intelligence, contributing to more interpretable and robust ML models.

Hackathon Winner

2023

Won first place in a university hackathon with a custom AI agent capable of automating outdoor sellers’ workflows via chat automation and complex backend systems.

Innovation Recognition

2023

Recognized for creating a multi-tenant framework for Google Chrome extensions that reduced development timelines from weeks to days, even hours.

Contact & Services

Get in Touch

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out using the form or through my social media profiles.

Connect with Me

Services Offered

AI Consulting

Expert guidance on implementing AI solutions for your business needs

ML Model Development

Custom machine learning models tailored to your specific requirements

Software Project Development

Custom software development solutions, including system architecture, APIs, and full-stack deployment

Technical Workshops

Educational sessions on AI/ML technologies for your team

Schedule a Meeting

Book a 30-minute consultation to discuss your project needs and how I can help.

Book a time slot

Quick Question?

Have a quick question about my services or expertise? Send me a direct message.

Send a message

Send Me a Message