01
🔍 DISCOVERY
IDENTIFY THE CORE PROBLEM. ASK: "IS REAL-TIME SYNC REQUIRED?"
< FULL STACK ENGINEER />
ARCHITECTING SECURE DIGITAL ECOSYSTEMS
TRANSFORMING COMPLEX CHALLENGES INTO ELEGANT SOLUTIONS.
SECURITY AND PERFORMANCE ARE NON-NEGOTIABLE.
[// CHARACTER_DOSSIER //]
> INITIALIZING BIOGRAPHY...
Based in Medellín, Colombia, I am a Multi-Class Engineer bridging the gap between robust Software Architecture and the power of Data Intelligence.
Whether I'm architecting secure Full Stack ecosystems or training Deep Learning models for sentiment analysis and real-time recommendation, my goal is the same: transforming complex noise into elegant, actionable solutions.
I close the loop by designing high-impact Power BI Dashboards, acting as the "Command Center" for data-driven decision making.
> STATUS: OPEN TO MISSION-CRITICAL CHALLENGES.
[ CHARACTER_STATS ]
FULL_STACK_ARCH
DATA_SCIENCE_ML
DATA_ENGINEERING
CYBER_SECURITY
BI_VISUALIZATION (Power BI)
LOCATION: MEDELLIN_CO
EXP: 2025.v2
GUILD: INDEPENDENT_CONTRACTOR
[ UNLOCKED_ACHIEVEMENTS ]
[LEGENDARY]
NEURAL NAVIGATOR
Sentiment analysis using DistilBERT & ABSA for restaurant reviews.
[EPIC]
DATA ORACLE
Engineered a high-performance Movie Recommender system.
[RARE]
HARDWARE HACKER
Optimized AlphaNet models to run on TPU/Cloud infrastructure.
[RARE]
SYSTEM ARCHITECT
Deployed secure enterprise-grade logistics & inventory ecosystems.
[EPIC]
KPI ARCHITECT
Built complex Power BI Dashboards for customer loyalty and satisfaction tracking.
// HOW I APPROACH PROBLEMS //
02
🏗️ ARCHITECTURE
MAP DATA FLOW. APPLY SOC AND SRP PRINCIPLES.
03
⚡ IMPLEMENTATION
BUILD IN SMALL INCREMENTS. TYPESCRIPT + CLEAN CODE.
04
✓ VERIFICATION
TEST EDGE CASES. DOCUMENT THE WHY BEHIND DECISIONS.
>> CASE STUDIES <<
REAL-WORLD PROJECTS IN ENTERPRISE ARCHITECTURE AND SECURE SYSTEMS.
[DATA / AI]
ALPHANET: ACTION RECOGNITION
DEEP LEARNING MODEL OPTIMIZED FOR TPU/CLOUD INFRASTRUCTURE.
PYTHONTENSORFLOWTPUFLAX
>> VIEW CASE STUDY
[DATA / NLP]
RESTAURANT GURU: NLP ANALYTICS
SENTIMENT ANALYSIS PIPELINE WITH GCP, WEB SCRAPING, AND POWER BI.
GCPPYTHONNLPPOWER BI
>> VIEW CASE STUDY
[DATA / ML]
MOVIE RECOMMENDER: AI ENGINE
HIGH-PERFORMANCE RECOMMENDATION SYSTEM WITH 8-BIT MODEL QUANTIZATION.
PYTHONSKLEARNFLASKMYSQL
>> VIEW CASE STUDY
[ENTERPRISE]🔒 CLASSIFIED
REAL-TIME INVENTORY SYSTEM
MISSION-CRITICAL TRACKING ACROSS MULTIPLE LOCATIONS. ZERO RECONCILIATION ERRORS.
NEXT.JSREACTSUPABASEPOSTGRESQL
>> VIEW CASE STUDY
[FINTECH]🔒 CLASSIFIED
WHATSAPP FINANCIAL LEDGER
100% WHATSAPP-NATIVE ECOSYSTEM FOR COMMUNITY SAVINGS GROUPS.
WHATSAPP APIPOWER AUTOMATEDATAVERSE
>> VIEW CASE STUDY
[LOGISTICS]
SEGUROENVIO LOGISTICS
HIGH-PERFORMANCE LOGISTICS WITH PENALTY LOOP ACCOUNTABILITY.
NEXT.JS 16REACT 19PRISMAZOD
>> VIEW CASE STUDY