Ruben OtanoAI/ML Engineer
CS student at Miami Dade College and aspiring AI/ML engineer building machine-learning systems for medicine — from GPU-accelerated medical imaging to grounded clinical reasoning and real-time health signals.
GPU
A100 · TensorRT
Focus
Medical AI
// about
A builder bridging frontier ML and the realities of clinical care.
I'm Ruben Otano — a Computer Science student at Miami Dade College (4.00 GPA, Presidential Scholar) and an aspiring AI/ML engineer. I'm an MLT Career Prep fellow, a CodePath E3 Scholar, and the founder of CodeIN.
I build across the full ML stack — from medical imaging and clinical language to real-time health signals — and I love the engineering that makes models fast and trustworthy. I'm driven by the kind of work happening at NVIDIA, Anthropic, and OpenAI, and I want to bring that rigor to problems that improve lives.
Founder
CodeIN
MLT Career Prep
CP '28
Presidential Scholar
Miami Dade College
CodePath
E3 Scholar
competency profile
GPA
Miami Dade College
ML projects
built & interactive
Scholar programs
MLT · CodePath · MDC
Followers
tech community
// projects
Six AI/ML systems for medicine — live and interactive.
Each card runs a real in-browser demo. Hover to preview, or launch the full experience.
NeuraScan
Chest X-ray pathology detection
0.94
AUROC
38ms
Latency
14
Pathologies
OncoSeg
Brain tumor MRI segmentation
0.91
Dice (WT)
0.87
Dice (TC)
4
Modalities
CardioPulse
Real-time ECG arrhythmia detection
0.96
F1 (AFib)
500 Hz
Throughput
1.2 MB
Model size
ClinicalLM
Grounded clinical reasoning assistant
0.92
Faithfulness
180
Tok/s
32k
Context
MolForge
Molecular property & binding prediction
0.89
ROC-AUC
1M/hr
Screen rate
6
Tasks
VitalStream
ICU deterioration early-warning
0.81
AUPRC
6 hr
Lead time
120ms
Latency
// stack
The tools I reach for to ship fast, reliable models.
Self-assessed proficiency across the stack I build with day to day.
ML & Deep Learning
GPU & Inference
Data & MLOps
Languages & Backend
// contact
Let's build something that matters.
I'm open to AI/ML engineering and research roles, especially at the intersection of frontier ML and medicine. Reach out — I respond fast.