Clarified AI  ·  Houston, TX

Private AI
infrastructure
that works

Secure offline AI systems and rigorous LLM evaluation. For any organization that needs AI to actually work.

local-stack · air-gapped
$ ./deploy-local-llm.sh
# llama.cpp + Qwen3 27B
✓ Model loaded — fully offline
✓ No data leaves your network
✓ HIPAA-compatible

$ run-eval --task rnaseq
# Biomedical eval suite running...
⚠ GPT-4o: missed FDR correction
⚠ Gemini: hallucinated gene ids
✓ Local model: all checks passed

$ export audit-report.json
→ Report written. 0 failures.
$

Services

What I build

Two focused services. Deep domain expertise in biomedical AI, applicable anywhere.

01 / INFRASTRUCTURE

Private AI Setup

Local, offline LLM systems for your environment. Your data stays on your hardware. No API calls, no cloud exposure. Includes model selection, agentic workflows, and pipeline integration.

llama.cpp Qwen3 27B Hermes agents Air-gapped Docker / Linux
02 / EVALUATION

Biomedical AI Eval

Structured testing of LLMs on your scientific tasks: RNAseq pipelines, biomarker analysis, statistical code generation. Evidence-based audit reports before you commit to any vendor.

RNAseq pipelines Eval design Multi-model benchmarks Audit reports

About

Who you're hiring

I'm Mariana Cortes, PhD — a neuroscientist turned software engineer who builds and evaluates AI systems.

Doctoral work in neuropeptide systems and cognitive disorders, spanning electrophysiology, molecular, and behavioral neuroscience. Two years in production software engineering. Now applying both to AI in scientific contexts.

PhD, Biomedical Science — NeurobiologyUniversity of Alabama at Birmingham, 2021
Full-stack software engineer2+ years building production data systems
Local LLM infrastructurellama.cpp · Qwen3 · Hermes agentic workflows
Biomedical AI evaluationEval design for RNAseq and scientific tasks
NINDS T32 FellowCognition and Cognitive Disorders, 2018–2019

Process

How it works

Simple and direct. No bloated onboarding.

01

Discovery call

30 minutes. We talk through your setup and what you need.

02

Scoped proposal

Clear scope, timeline, fixed cost. No surprises.

03

Build & deliver

I do the work. Updates throughout.

04

Handoff

Documented, reproducible, maintainable by your team.


Stop guessing.
Start knowing.

Drop a line. We'll figure out the rest.

hello@getclarified.ai Get Clanking