Mario Espitia Email & Phone Number

Hamburg, Hh, De

Los Angeles, California, United States

Conducting database analysis for flights in the travel agency, checking customer profiles and implementing AI for data analysis on flight routes.• Use of technologies such as Python, machine learning, TensorFlow and PyTorch to optimize data processes.• Collaborate with cross-functional teams to improve data accuracy and efficiency in the travel industry.

New York City Metropolitan Area

NPC Behavior: NPCs can exhibit adaptive behaviors based on player interactions, enhancing realism.Adaptive Difficulty: ML algorithms can adjust game difficulty based on player skill, ensuring engagement.Natural Language Processing (NLP): Dialogue interactions can become more sophisticated with NLP, enriching narrative-driven experiences.Procedural Content Generation: ML enables the creation of endless variations in levels and environments, fostering replayability.Player Behavior Analysis: ML can personalize gameplay by analyzing player preferences and suggesting tailored content.Gesture Recognition: VR or motion-controlled games can interpret player gestures for intuitive gameplay mechanics.Dynamic Game Balancing: ML algorithms ensure the game remains challenging by monitoring player metrics and adjusting balance in real-time.Behavior Prediction: Predicting player behavior allows for the creation of more realistic opponents.Emotion Recognition: ML can detect player emotions in real-time, adapting game elements accordingly.Real-time Translation and Localization: Translation algorithms enable players from diverse backgrounds to enjoy the game seamlessly.Integrating ML into Unity games elevates immersion, personalization, and engagement, pushing the boundaries of interactive entertainmen

for game projects I have developed the following games. - AirPlane Game, this game was developed to improve a pilot skills. How to drive an airplane. This was applied to website platforms.- Ship war game applied built with unity 3D, this game consists in destroying the ships and passing levels. This clasiccal game was designed to improve players motricity specially for children.

Remote

I work as a freelancer developing web sites on API systems deployed on AWS services with react js in front-end systems, node js applied to backend systems and mongo db my database engine. According to client expectations.- I created an Api about climate system updated in real time. Through this automated mechanism, the precision about climate helped a lot of to predict weather status in a city. The main client was the Ideam.- I developed an aplication to find words. This application of a web system help to improve cognitive to the children in several institutions in Boyaca department Colombia

Bogota, D.C., Capital District, Colombia

As a business data Analyst at Genesis FS Card Services, I provided comprehensive financial solutions to customers. My role involved not only addressing customer inquiries and resolving issues but also utilizing advanced machine learning techniques to analyze customer credit data.In this position, I applied multiple concepts of machine learning, including both supervised and unsupervised learning methodologies. By employing supervised learning algorithms, I was able to predict customer behavior, assess credit risk, and enhance fraud detection processes. Additionally, I utilized unsupervised learning techniques to identify patterns and trends within large datasets, which facilitated more informed decision-making and personalized customer service strategies.My work at Genesis FS Card Services required a deep understanding of data analytics and machine learning, as well as the ability to communicate complex financial information clearly and effectively to a diverse customer base. This experience has equipped me with valuable skills in both technical and interpersonal domains, enabling me to contribute effectively to any team-oriented, data-driven environment.

During my period work at this company, I worked as a game developer focusing in the Unity engine, related to mobile games. During this period, I successfully created interactive projects, including puzzle games and adventure games, all developed using the Unity engine.

Junior web developer development work related to architecture optimization using front-end frameworks in react.js, node.js as back-end and non-relational databases to store the data of internet coverage products in the engine. mongodb databases.

Maestría, Computer Science

Unity Developer

Specialization, Data Modeling/Warehousing And Database Administration

Ingeniero Electronico, Ingeniería Electrónica

Especializacion En Gerencia De Sistemas De Calidad