AI/ML Engineer

Bryan Jaimes

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Years Experience

3M+

Data Points Processed

90%

ML Accuracy

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Featured Work

Projects

👁️

A-eye (SASHA)

AI-powered diabetic retinopathy detection system. Catches what humans miss — because early detection means lives saved.

PyTorchCNNMedical ImagingPythonONNX

↑Early detection saves vision

🚀

OpenDeploy

Multi-cloud MLOps platform with intelligent cost optimization. Getting diagnostic AI into clinics faster.

DockerKubernetesAWSGCPAzureTerraform

↓40% deployment cost reduction

🧬

Neural Pathology

Transformer-based cancer cell classification from histopathology slides. Helping pathologists focus on what matters.

Vision TransformerTensorFlowFastAPIWhole-Slide Imaging

🎯94% classification accuracy

📋

Permit Classifier

BERT-based NLP model automating construction permit classification across major US cities.

BERTNLPFastAPIPostgreSQLRedis

📊90% accuracy on 3M+ permits

View all projects on GitHub

Career Path

Experience

2022 — Present

Software Engineer

Liberty Mutual Insurance

Led CI/CD modernization across Java Spring Boot microservices. Migrated 100% of Premium Posting pipelines from Jenkins/Bamboo to GitHub Actions. Built event-driven integrations with AWS SNS/SQS, DynamoDB, and Kafka for real-time policy processing.

JavaSpring BootAWSGitHub ActionsKafkaDynamoDB

2021

Machine Learning Engineer

BLDUP

Built and deployed ML microservice automating permit classification with ~90% accuracy. Trained BERT model on 3M+ permits from Boston, Austin, and San Francisco. Designed production-ready FastAPI service with Redis caching.

PythonPyTorchBERTFastAPIRedisPostgreSQL

2018 — 2022

B.S. Computer Engineering

Boston University

Foundation in systems engineering, algorithms, and machine learning fundamentals. Focused coursework in deep learning, computer vision, and distributed systems. Senior capstone: Diabetic retinopathy detection system (A-eye).

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