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
MTC Validation Framework
2025—PRESENTMultimodal 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.
Democratized Metallography Pipeline
2025Modernized microstructural characterization replacing expensive proprietary licenses with a Computer Vision pipeline orchestrated under MobileSAM for robust E112/E562 compliance.
NMC811 Microstructure Ecosystem
IN DEVELOPMENTAutomated CV ecosystem standardizing topographical evaluation of NMC811 cathodes and commercial alloys, aggressively extracting morphological crystallography at transactional speeds.
NOM-035 AI Auditor
SaaS MULTI-TENANTSaaS 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.
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.
Quant Refinery
XGBoost computational trading strategy dropping categorical heuristics for robust probabilistic analysis.
HERMES V2 Optimizer
DEPLOYED 2025Finite 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.
Clinical Anatomy
Interactive simulator shattering the passive flashcard retention model via immediate feedback hooks.
LIG Synthesis Predictor
ML predictive optimization engine (XGBoost) for Laser-Induced Graphene synthesis, replacing immense resource burn and experimental DOE trials.
NASA Advanced EDA
Exploratory Data Analysis and data processing pipeline strictly ingesting raw astrophysical and satellite observations from NASA official APIs.
Technical_Stack
Languages
- PythonCORE
- SQLDATA
- JavaScript (n8n)AUTO
ML & Optimization
- PyTorchDL
- XGBoostML
- scikit-learnSTAT
- Bayesian OptimizationOPT
Computer Vision
- OpenCVCORE
- MobileSAMSEG
- ONNX RuntimeINF
- CUDA 12.xACC
Data Engineering
- pandasDATA
- SQLiteDB
- DockerOPS
- n8n / Streamlit CloudAPP
Career_Sequence
Data Automation Engineer (Freelance)
Enterprise AI Systems
- 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
- 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 BladesmithingTMS 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 2026C1 Advanced | 68/100
Certified English proficiency in reading and listening for technical and professional communication.
verified EF Standard English Test
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