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Brayan Andres B. - Machine Learning, React Native, nextjs

My name is Brayan Andres B. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Python, Data Science, Deep Learning, Machine Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: AI agent(STT, TTS), Developing MultiModal LLM(STT, TTS), Shopping sites, AI chatbot (chat/voice)for doctor assistant, AI platform integrating several services. I am based in Barranquilla, Colombia. I've successfully completed 5 projects while developing at Softaims.

I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms.

Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth.

I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

Main technologies

  • Machine Learning

    1 year

  • Python

    1 Year

  • Data Science

    1 Year

  • Deep Learning

    1 Year

Additional skills

Direct hire

Potentially possible

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Experience Highlights

AI agent(STT, TTS)

I developed AI agent with my fine tuned model, langchain, RAG, Iac, CI/CDand MLOPs best practice(CometML, Qwak)

Developing MultiModal LLM(STT, TTS)

With deep understanding of Transformer architecture and speech recognition, I developed fast, and extensible multimodal LLM that can understand text as well as human speech, without the need for a separate Audio Speech Recognition (ASR) stage. On this project, after research like AudioLM, SeamlessM4T, Gazelle, SpeechGPTs, I have extended Meta's Llama 3 model with a multimodal projector that converts audio directly into the high-dimensional space used by Llama 3. This direct coupling allows this to respond much more quickly than systems that combine separate ASR and LLM components.

Shopping sites

modern high chairs, cribs, bouncers, gear & furniture for design-forward parents and families.

AI chatbot (chat/voice)for doctor assistant

A smart and user-friendly solution designed to streamline person's healthcare experience. Whether client prefer typing or talking, my chatbot is here to assist customer. Get instant answers to medical queries, schedule appointments, and receive personalized health recommendations—all through natural and conversational interactions.

AI platform integrating several services

AI shoping platform that integrated whatsapp and slack. This platform brings the store directly to customer chat. Personalized recommendations, instant updates, and secure transactions—all in one place is highly valued by customers. Implemented in natural conversations with Langchain, AI chatbot, making your shopping experience interactive and enjoyable.

Education

  • Universidad Tecnológica de Pereira

    Bachelor of Computer Science (BCompSc) in Computer Systems Engineering

    2018-01-01-2022-01-01

Languages

  • English
  • Spanish