Hunty

At Hunty I have led the construction and improvement of all lines of product:
* Development of our first no-code platform and migration of it to a propietary code-based web app.
* Recommendation algorithms based on natural language processing and embedding techniques for our job seekers. 
* construction of our data analytics ecosystem with data warehouse and custom processing pipelines.

More recently (~2023): 
* Development of new product lines based on LLM technologies for large scale automations in HR market. 
* Development of new B2B SaaS for large enterprises over our AI-core of automated recruitment.

Co-Founder & CTO

Almagan

Co-Founder & Tech Lead

Platzi

As an individual contributor (outstanding milestones): 

* Instant Answers: I participated in the construction of the first AI-based feature for this  EDTech platform (https://platzi.com/blog/adios-a-la-espera-de-solucion-de-tus-preguntas-conoce-instant-answers/). It was a solution to provide instant answers to certain questions of students in the platform based on similar previous questions that were already answered by someone else, this was a huge milestone due to the problem of massive unanswered questions existing in the platform. 

*Sentiment score for courses: I developed a sentiment score for each course of the platform combining sentence embeddings and heuristic. This score helped us determine wether the reactions of students to each specific education contents were good or bad, in order to execute effective strategies of improvement.

Over my last year here I acted as Architect of the engineering team to help decide the strategy of the product and to elaborate the technical definitions with architects of other software specialties as backend, Devops and Frontend.

* My last strategical consideration here was to introduce significant improvements in the search engine by considering one of the first semantic based engine solutions for efficient , flexible and fast search.

Data Scientist

Scient

Co Founder of Scient: envisioned as a robotics automation, data analytics and machine learning based consultancy firm.

At Scient we helped different customers by providing automation solutions including machine learning and RPA custom solutions for specific optimization problems and also with software developments around the core automation components to enable their adoption by end users.

Datafreaks

Leading and management of data analytics projects at Datafreaks as a part-time consultant

Data manager

Politécnico Grancolombiano

lecturer in:
* Newtonian Mechanics for engineering
* Electromagnetic Physics
* Fluids and Thermodynamics
* Differential, Integral and Vector Calculus
* Numerical methods with python

Adjunct professor

Grupodot

Skills and topics of research: 
* Knowledge of ML products and services within Google Cloud Platform 
* Probabilistic Graphical Modeling - Bayesian Networks and causal Inference.
* NLP models for social networks data
* Advanced knowledge in web scraping and interactive data visualization

Products developed: 

* Semantic Suite: a suite of Natural Language Processing solutions that enable brands into a better understanding of their audience, helping the execution of better and smart advertising strategies on the philosophy of data-driven advertising (https://www.grupodot.com/blog/de-escucha-en-redes-a-conversaciones-relevantes).

Universidad sergio arboleda

lecturer in:
* Vector Calculus
* Differential and Integral Calculus
* Continuous  dynamical systems
* Mechanics and Electromagnetic physics
* Physics of Fluids
* Programming and Computational tools with MATLAB and Python

NASA Ames Research Center

Under the umbrella of the Living with a Star program and the UCAR sponsorship, I developed research based on numerical simulations of magneto-convection to study the mechanism of formation of sunspots, which is crucial to understand the Sun-Earth interaction. 
See details at: https://vsp.ucar.edu/heliophysics/ames/participants

Summer Research Intern

Universidad de los Andes

Graduated assistant of the Mechanical Engineering school.

Graduated assistant 

Multidisciplinary Scientist Turned Data-Driven CTO: Bridging Research, Education, and Industry for Societal Impact

I am a versatile scientist turned data-driven CTO, passionate about research, education, and innovation. Initially specializing in turbulent fluid dynamics across various domains—such as plasma astrophysics, climatology, and aerodynamics—I made a strategic pivot to embrace the fast-paced startup ecosystem. This journey has shaped me into a competitive data scientist and engineering manager.

In recent years, I've engineered and deployed cutting-edge Natural Language Processing solutions for diverse industry clients. As the current CTO of Hunty.com, a Colombian employability startup, I lead initiatives to connect job seekers with their dream careers.

I thrive on teamwork and I am committed to leveraging technology for meaningful societal change. Let's collaborate to build something extraordinary!

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