SYSTEM_ONLINE_V1.0

JOSE ADRIAN
GARCIA GARAVITO

AI Systems & Data Engineering Analyst

Engineer building production-grade AI pipelines at the intersection of scientific computing and industrial automation. Operates at the boundary between domain science and deployable code.

Project_Log

FILTER: ALL_SYSTEMS_ACTIVE

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root/projects/mtc_validator
open_in_full

MTC Validation Framework

2025—PRESENT

Multimodal LLM and OCR testing framework enforcing strict MTC validation. Absorbs and extracts data from technical documents, radically filtering out spurious and invalid parametric logistics before they contaminate SAP transactional pipelines.

Python Gemini RAG OCR Multimodality
root/projects/metallography_cv

Democratized Metallography Pipeline

2025

Modernized microstructural characterization replacing expensive proprietary licenses with a Computer Vision pipeline orchestrated under MobileSAM for robust E112/E562 compliance.

OpenCV MobileSAM ASTM E112
root/projects/nmc811_analysis

NMC811 Microstructure Ecosystem

IN DEVELOPMENT

Automated CV ecosystem standardizing topographical evaluation of NMC811 cathodes and commercial alloys, aggressively extracting morphological crystallography at transactional speeds.

Python Image Processing Materials Science
root/projects/nlp_nom035

NOM-035 AI Auditor

SaaS MULTI-TENANT

SaaS Multi-Tenant architecture designed to violently automate compliance with NOM-035-STPS-2018 psychosocial risk assessments. Utilizing RAG architectures to deprecate traditional, costly corporate auditing processes and minimize labor multas.

RAG NLP Compliance Architecture
root/sys/agnp

AgNP Industrial OS

Genetic algorithm engine for green synthesis of AgNPs. Replaces classical heuristic trial-and-error with a Metaheuristic OS exceeding material cost limitations.

Genetic Algorithms NumPy
root/sys/quant

Quant Refinery

XGBoost computational trading strategy dropping categorical heuristics for robust probabilistic analysis.

XGBoost ML
root/projects/hermes_v2
open_in_full

HERMES V2 Optimizer

DEPLOYED 2025

Finite Capacity Scheduling and Ensemble ML ecosystem engineered for aggressive optimization of Supply Chain Manufacturing SAP backlog tracking. Transitions supply chains from passive dashboards to corporate predictive optimization algorithms.

Ensemble ML Finite Capacity Scheduling
root/sys/anatomy

Clinical Anatomy

Interactive simulator shattering the passive flashcard retention model via immediate feedback hooks.

Node/JS Python
root/sys/lig_engine

LIG Synthesis Predictor

ML predictive optimization engine (XGBoost) for Laser-Induced Graphene synthesis, replacing immense resource burn and experimental DOE trials.

Materials Informatics
root/sys/nasa_eda

NASA Advanced EDA

Exploratory Data Analysis and data processing pipeline strictly ingesting raw astrophysical and satellite observations from NASA official APIs.

Pandas EDA NASA Open Data

Technical_Stack

code
Languages
  • PythonCORE
  • SQLDATA
  • JavaScript (n8n)AUTO
neurology
ML & Optimization
  • PyTorchDL
  • XGBoostML
  • scikit-learnSTAT
  • Bayesian OptimizationOPT
visibility
Computer Vision
  • OpenCVCORE
  • MobileSAMSEG
  • ONNX RuntimeINF
  • CUDA 12.xACC
database
Data Engineering
  • pandasDATA
  • SQLiteDB
  • DockerOPS
  • n8n / Streamlit CloudAPP

Career_Sequence

Data Automation Engineer (Freelance)

Enterprise AI Systems

OCT 2025 — PRESENT
  • 01Delivered B2B data cleaning and validation pipelines; improved contact database deliverability from 50% to 97% using Python ETL workflows.

Web Operations & Digital Systems

Global Tech Solutions

JUN — SEP 2025
  • 01Deployed e-commerce platform and digitized inventory database, modernizing operational data infrastructure for retail business.

Academic_Foundation

FIME - UANL

Facultad de Ingeniería Mecánica y Eléctrica

B.Eng. Materials Engineering (IMT)

6th semester. GPA maintained for international mobility eligibility.

Distinctions

Resourcefulness Prize

TMS Bladesmithing

TMS Bladesmithing Competition

Awarded for demonstrating exceptional creativity and innovation in the face of limited resources. Recognized for accomplishing significant technical results without extensive financial or institutional support.

verified Sponsored by Jeff Wadsworth

EF SET English Certificate

08 Jan 2026

C1 Advanced | 68/100

Certified English proficiency in reading and listening for technical and professional communication.

verified EF Standard English Test

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