Hi! I'm TomasAlvarez
systems engineer
Soy Martín Tomás Alvarez, futuro Ingeniero en Sistemas con experiencia práctica en análisis de datos (SQL, Power BI) y gestión estratégica. Mi portafolio se centra en la aplicación de tecnologías de vanguardia como Arquitecturas RAG para IA y metodologías de Ciberseguridad (ISO 27001, Kali Linux). Actualmente busco mi primera experiencia profesional para aportar una visión que equilibre la excelencia técnica y el impacto en el negocio.
Contact me →
A few of my creative endeavors.
Curious to see my work?
Conectando corazones
A platform for connecting people in need with those who can help. Built as a final project with collaborative features to facilitate community support and assistance. Using:Svelte, TailwindCSS, SvelteKit, PostgreSQL Final project of the career, in a group with 2 collaborators
Smart Marketing
Data Mining with Python, RapidMiner & SPSS Statistics Using a dataset of past customers, we applied various classification and prediction tools to implement smart marketing strategies. The goal was to offer different products tailored to the characteristics of potential clients.
Strategic Analysis of URG
Final Project for the Management Course. We conducted a comprehensive analysis of the company in its three main dimensions. We used tools such as PESTLE, Porter's Five Forces, and the Value Chain . The project included identifying a key problem and proposing a viable solution, including feasibility analysis, budgeting, and solution implementation.
RAG Assistant - Rotaract Statute
Retrieval-Augmented Generation (RAG) system that serves as an intelligent assistant for consulting the Rotaract statute. Uses advanced language models to answer questions about organizational regulations. Built with LangChain, Python, ChromaDB, Gradio and powered by OpenAI API (GPT model and embeddings). The system allows users to upload and query the Rotaract statute, providing accurate and contextual answers about organizational regulations and procedures.
Workflow Automation with n8n
Automated workflow system built with n8n to streamline business processes and reduce manual tasks through intelligent automation and integration between different services and platforms. Developed using n8n workflow automation platform. This project demonstrates the ability to create efficient automation pipelines that connect different services, automate repetitive tasks, and improve operational efficiency through intelligent workflow design.
RAG Agent with n8n
Advanced RAG-based agent integrated with n8n workflows for intelligent query processing and automated responses. Enables efficient information retrieval and task automation across multiple systems. Combining RAG technology with n8n automation to create an intelligent agent capable of processing specific queries and automating complex workflows. This project showcases the integration of AI-powered information retrieval with workflow automation for enhanced productivity.
Want to know more?
A bit about me.
I am . . .
01
Systems Engineering Student
Currently pursuing a degree in Systems Engineering (expected graduation: Dec. 2025) with a strong passion for technology and sports. I'm constantly learning new technologies, improving my programming skills, and seeking opportunities to apply my knowledge in real-world projects.
02
Academic Excellence
Maintaining a strong academic performance with a General Average of 8.12 (eight point twelve) as of February 19, 2025. This reflects my dedication to academic excellence and continuous improvement in my engineering studies.
03
Passionate About Technology and Sports
I find the perfect balance between my love for technology and sports. Whether I'm coding a new application or playing my favorite sport, I bring the same dedication, teamwork, and strategic thinking to everything I do. This combination gives me a unique perspective on problem-solving and collaboration.
04
Committed to Continuous Learning
As a student, I'm always eager to learn and grow. I actively participate in academic projects, contribute to open-source initiatives, and stay updated with the latest technology trends. My goal is to make a meaningful impact in the tech industry while maintaining an active and healthy lifestyle.
The Complete Package
| Candidate #1 | Candidate #2 | Candidate #3 | Me ✨ | |
|---|---|---|---|---|
| Dedication | ||||
| Critical Thought | ||||
| Interpersonal Skills | ||||
| Logical Reasoning |
Scroll to see more →
So why not invest?
Curriculum
Snapshot of my professional profile
All the highlights from my resume, including contact information, academic background, voluntary experience, and the blend of technical + business skills that I bring to every project.
Contact
Let's connectProfessional Profile
Advanced Systems Engineering student with strong foundations in data analysis, cybersecurity, and AI solutions (RAG/LLMs). Experienced in project management and process optimization, seeking to combine technical skills with business vision to deliver secure and impactful solutions.
Languages
- Spanish Native
- English B1 Technical · Technical documentation reading
Experience (Volunteering)
Impact & leadershipSocio de Rotaract Club Arrecifes
2024 – Present- Budget management and financial allocation for social impact projects.
- Leadership of multidisciplinary teams with Excel-based reporting and KPIs.
Education
UTN Facultad Regional Rosario
2020 – 2025
Ingeniería en Sistemas de Información
2 subjects + final project pending
Core Skills
Data Analysis & BI
Excel (advanced), Power BI, SQL, ETL, Power Query
Artificial Intelligence
RAG architectures, Embeddings, AI Agents, LLMs (OpenAI), LangChain
Full Skillset
Data Analysis & BI
- Excel (advanced)
- Power BI
- SQL
- ETL
- Power Query
Artificial Intelligence
- RAG architectures
- Embeddings
- AI Agents
- LLMs (OpenAI)
- LangChain
Cybersecurity
- Kali Linux (nMap, Nikto, SQLMap, Metasploit)
- Vulnerability analysis
- ISO 27001/27002
Automation & Management
- n8n workflows
- ERP/MRP/CRP concepts
- Strategic planning
- Scrum
Development & Tools
- GitHub
- HTML/CSS
- JavaScript
- Svelte
- SvelteKit
Featured Projects
Academic + personal initiatives that showcase my breadth.
Asistente inteligente con RAG
Question-answering assistant over institutional regulations/statutes.
LangChain, Python, Gradio, OpenAI Embeddings & GPT
Bot de automatización con n8n
Automated order intake bot connected to WhatsApp with AI for customer support.
n8n, WhatsApp integration, LLM-based intent handling
Conectando Corazones
Platform connecting institutions and collaborators (final career project).
JavaScript, Node.js, PostgreSQL, Svelte
Marketing inteligente
Predictive marketing with classification algorithms using client datasets.
Python, Pandas, Matplotlib, RapidMiner
Análisis Estratégico URG
Strategic diagnosis using PESTLE and Porter’s Five Forces.
Business analysis, process optimization
Thanks for visiting my portfolio!