Jose Alberto Garcia Garcia
About
Detail
Machine Learning & Backend Engineer
Mexico City, Mexico
Contact Jose regarding:
Flexible work
Starting at
USD4k/hour
Résumé
Jobs
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- KTech Lead public Remote experienceKunai (PWC)Jan 2025 - Current (1 year 6 months)Led an engineering team at Kunai (now PWC) in implementing observability tools for Capital One, utilizing New Relic and OpenTelemetry, and integrating AI for proactive incident detection. Instrumented multiple AWS-hosted microservices to improve real-time monitoring, traceability, and performance across diverse platforms. Integrated LangChain to develop RAG-based solutions for identifying incidents and recommending resolutions. Leveraged LLMs to detect duplicate incidents and accelerate issue resolution.
- TProtocol Developer, ThorFi public Remote experienceThorFiJun 2021 - Oct 2024 (3 years 5 months)I lead the development of smart contracts to equitably allocate rewards from a protocol pool to all investors, with allocations directly corresponding to their proportional participation. This innovative approach harnessed a linear vesting mechanism and a dynamic reward calculation algorithm, ensuring fairness and transparency. In a transformative move, we transitioned from a token-centric participation model to an NFT-based framework utilizing the ERC721 standard. This shift provided investors with newfound flexibility, enabling them to transfer or trade their investments within the secondary market. Our integration efforts extended to incorporating Chainlink and DEX, bolstering the ecosystem's connectivity and functionality. Additionally,
- LCTO public Remote experienceLENA.IOJan 2020 - May 2021 (1 year 5 months)Enhanced Conversational AI with ML Models: Spearheaded the implementation of machine learning models to discern patient intentions during conversations, significantly boosting LENA's conversational AI capabilities. Applied Transfer Learning for NLP Models: Employed advanced transfer learning techniques to retrain open-source NLP models, such as GPT-2, using proprietary datasets, optimizing their performance for healthcare applications. Developed and Deployed AI Chatbot MVP: Successfully conceived and launched a minimum viable product (MVP) AI chatbot capable of engaging with patients, adeptly identifying their intentions, prompting relevant follow-up questions, and delivering pertinent information. Created LENA Health Assistant Platform: Pi
Research Assistant at West Virginia UniversityWest Virginia UniversityAug 2018 - Apr 2022 (3 years 9 months)- Work on a project that proposes to develop models using reinforcement learning & short-term memory neural networks, running on top of the blockchain technology to detect individuals who use fake or real IDs to cheat law enforcement. https://humancomputerinteraction.wvu.edu/team Work on a project that proposes to develop models using reinforcement learning & short-term memory neural networks, running on top of the blockchain technology to detect individuals who use fake or real IDs to cheat law enforcement. Create a prototype of a Multimodal Biometric Siamese model, using Keras & Tensorflow based on Densenet architecture. Create a prototype of an authentication protocol using Ethereum Blockchain, using Solidity & IPFS. Key Achievements Obt- ICo-founder, CTO, Machine learning & Biometric EngineerIASJan 2018 - Jan 2020 (2 years 1 month)- Designed a mechanism to encrypt Customer Data and store it on the Blockchain using the IPFS protocol. - Implemented the mobile framework (iOS & Android) of Andia SDK. - Applied transfer learning using architectures like ResNet and DenseNet to create classifiers. - Developed a Convolutional Neural Network using TensorFlow and Keras to create a biometric model for facial recognition. - Implemented RESTful APIs to be consumed by mobile clients, ensuring high availability and fault tolerance. - Key Achievements: Deployed our solution in production to prevent oversales in highly regulated markets and created an open-source blockchain protocol to detect duplicate transactions. - Additionally, as the project lead, I engaged in software eng
- vSr Backend and Machine Learning Developervariv capitalApr 2017 - Nov 2018 (1 year 8 months)Design and build the data pipelines to train the machine learning algorithms. Design and build models of machine learning using Keras and Tensorflow for Sequences (Text) Design and build text processing models, to extract relevant data from massive volume of text. Create a backend for work with a large number of images and text processing. Create and manage RESTful APIs to expose the models using Python and Tornado. Key Achievements Create a mobile App to extract relevant data & generate invoices automatically. Starting the Beta testing with real customers. React with TypeScript was used in the front end NodeJs used for the backend
- HFounderHostspotSep 2013 - Jan 2017 (3 years 5 months)- Created and designed the big data processing architecture utilizing Map Reduce and message brokers. - Implemented an Open Source Stack platform using PostgreSQL, MongoDB, AngularJS, NodeJS, RabbitMQ, Redis, and Hadoop. - Developed the API Rest for the customer dashboard using NodeJS and Express JS. - Implemented Machine Learning models to make predictions for foot traffic data using TensorFlow and Python. - Created shell scripts in OpenWrt to push the WIFI logs from WIFI routers to the platform. Key Achievements: - Created and trained the model for predictive forecasting of foot traffic in physical retail stores. - Developed a platform that processed millions of records per minute. - Created one of the first Heat Maps solutions f
- UFounderUrban360Aug 2011 - May 2013 (1 year 10 months)Create the first App for earthquake alerts in México city. Create an Arduino hardware to connect the Public Earthquake alert system with millions of smartphones in Mexico City. Design a high availability platform to support millions of mobile customers. Create the backend to implement a Traffic Alerts. Implement the first iOS & Android versions of the App. Key Achievements Achieved more than 1 million of active users
- Software ArchitectTelefónica S.ANov 2006 - Aug 2011 (4 years 10 months)* Create software solutions based on Java Enterprise Plataform * Lead different projects using an agile approach. * Integrate existing infrastructure with third party mobile platforms
- ISoftware ArchitectInstituo Nacional Electoral INEJan 2005 - Nov 2006 (1 year 11 months)Development of Multi-Biometric System to detect duplicate records in citizens DB
- Software DeveloperCitibanamexFeb 2003 - Jan 2005 (2 years)Technical leader in core banking solutions
- Software DeveloperaccentureMar 2001 - Jan 2003 (1 year 11 months)Integration of SAP NetWeaver whit legacy systems at Evolution2 Project (Telmex)
Education
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- Ingeniero en Electrónica y Comunicaciones, software, telecomunicacionesUniversidad Nacional Autónoma de MéxicoJan 1995 - Jan 2000 (5 years 1 month)