SANTINO.CATALDI
01 / 07 IDENTITYLIVE
CELL A1
IDENTITY
ROSARIO, AR
−32.95 / −60.65

I BUILDTHINGSTHAT THINK.

AI & full-stack developer. Four systems live in production — agro IoT, quantum cryptography, AI event matchmaking — and CTO at TechPhite.

AI · SOFTWARE · AUTOMATION
SYSTEMS ENGINEERING STUDENT & CTO
02 — WHO I AM

Systems Engineering student, developer and builder.

I turn complex business processes and data into software that runs reliably where people depend on it. CTO & Co-founder at TechPhite, AI Developer at Kretz, and builder across AI, full-stack, and automation.

++++
FIG. 01 // SPECIMENROSARIO, AR
SEAL // VERIFIED CREDENTIALSAUDITED
90 OF 105,000+VERIFY ↗
Santander x IE University AI Experience
Madrid, Spain (2026) · Top ~0.08% cohort
ITBA · FULL STACK (306H)VERIFY ↗
Escuela de Innovación ITBA (2025)
UTN · ANALISTA
Título universitario oficial · Reg. 9949
ICPC FINALS
Honorable Mention 2023 · Top 48 TAP
AI5 PROJECTS
SOFTWARE4
AUTOMATION4
IOT · VISION3
03 ↓
03 — HOW I THINK

Seven steps, then back to two.

Tap any step to see how it operates in real systems.

Selected work

SYSTEM 01 / 04 — DAMPAI · IOT · LIVESTOCK MONITORING · 2026LIVE DEPLOYMENT↗PROTOTYPE · SIMULATED HERDDEMO ON CLOUD
SYSTEM 01 · PRECISION LIVESTOCK INTELLIGENCE

DAMP
AGRO PLATFORM

What if livestock could tell you when something is wrong?
LAUNCH CLOUD PLATFORM↗

Low-cost smart collars (GPS + temperature) stream data over LoRa to a server where a multitask LSTM flags likely health events (fever, estrus, abnormal inactivity) and a virtual fence detects escapes. The farmer gets a collar ID, the reason and a GPS position. Prototype: the model was trained and evaluated on synthetic data; field validation is the next step.

https://damp.geiko.cloud/
DAMP Agro Dashboard Live Platform Capture
COLLAR COST: USD 43–50LORA 915 MHZMODEL: MULTITASK BiLSTMF1: 0.58–0.89 (SYNTHETIC DATA)
DEPLOYED AT DAMP.GEIKO.CLOUD
01 · PHYSICAL EDGE HARDWARE
ESP32 & Multi-Sensor Collar
Low-power firmware, 3-axis accelerometer, body temperature & GPS module.
02 · RURAL LORA PROTOCOL
915 MHz Mesh Ingestion
Long-range paddock-to-gateway telemetry with zero cellular dependence.
03 · BEHAVIORAL AI MODEL
Individual Herd Baseline
Real-time anomaly detection for rumination drop, fever, and herd isolation.
04 · CLOUD ARCHITECTURE
PostgreSQL & Next.js Core
Geofencing polygons, veterinary alerts, and automated farmer dispatch.
ROLE
System architecture · firmware · backend · dashboard
STACK
ESP32 · LoRa · Python · PostgreSQL · Next.js
STATE
Prototype · evaluated on synthetic data · paper under review (NeurIPS 2026 TCCML workshop)
SYSTEM 02 / 04 — Q-SECQUANTUM CRYPTOGRAPHY · RESEARCH · CoNaIISI 2026LIVE DEPLOYMENT↗BB84 · REAL IBM QISKIT AER RUNNERSYSTEM ONLINE
SYSTEM 02 · REAL PRODUCTION DEPLOYMENT

Q-SEC
QUANTUM SIMULATOR

A channel where being watched changes the message.
LAUNCH IN NEW TAB↗
https://q-sec.santinocataldi.dev/simulator
INTERACTIVE SIMULATOR · Q-SEC.SANTINOCATALDI.DEV
Run BB84 on real Qiskit Aer noise — and try to eavesdrop.

Set the qubits and channel noise, add an eavesdropper, and watch the QBER against the 11% Shor-Preskill cutoff. The simulator loads in place, or opens in its own tab.

OPEN IN NEW TAB
TECHNICAL ARCHITECTURE & RESEARCH PROFILE
01 · RESEARCH & VENUE
UTN FRRo · CoNaIISI 2026
Quantum Information & Cryptography Research
02 · NOISE ENGINE
IBM Qiskit 2.2 Aer
Depolarizing fiber channel & single-photon states
03 · KEY DISTILLATION
Devetak-Winter Rate
11.0% Shor-Preskill QBER security threshold
04 · PRODUCTION STACK
Python · Qiskit · Flask
KaTeX math formulas · REST API · NumPy
PROTOCOL PHYSICS & SIMULATION

Q-Sec delivers high-fidelity physical modeling of single-photon state preparation (|0⟩, |1⟩, |+⟩, |−⟩), fiber channel depolarization, and eavesdropper interception (Eve) powered by the IBM Qiskit 2.2 Aer engine. Rather than assuming theoretical security, it derives eavesdropper presence from the actual Quantum Bit Error Rate (QBER) and computes the distillable secret key rate using the Devetak-Winter protocol under the 11.0% Shor-Preskill cutoff.

PUBLIC ACCESS & API

The application features zero-barrier guest execution, custom parameterization (10 to 1,000 qubits per run), dark/light theme switching, and interactive educational animations.

SYSTEM 03 / 04 — TECHPHITEAI & SOFTWARE AGENCY · CO-FOUNDER & CTOLIVE DEPLOYMENT↗EST. 2023 · BESPOKE SYSTEMSAGENCY ONLINE
SYSTEM 03 · ENTERPRISE VENTURE & AI AUTOMATION

TECHPHITE
ENTERPRISE AI

Bespoke software, autonomous agents, and enterprise AI automations.
VISIT TECHPHITE.COM↗
https://techphite.com/
TechPhite Landing Page Live Capture
ROLE: CO-FOUNDER & CTOSTACK: NEXT.JS · PYTHON · POSTGRESQL · N8NHQ: ROSARIO, ARGENTINA
PRODUCTION AT TECHPHITE.COM
COMPANY MISSION & LEADERSHIP

TechPhite is a software and artificial intelligence company I co-founded, where I serve as Chief Technology Officer (CTO). We architect bespoke digital systems, deploy intelligent autonomous agents, and automate complex SME business workflows to transform operational capacity.

From high-conversion web platforms to deep RAG pipelines over enterprise knowledge bases, our focus is building reliable software that reduces operational friction and scales autonomously.

FOUNDED & HQ
2025 · Rosario, Argentina
ROLE
Co-Founder & Chief Technology Officer (CTO)
DELIVERY
Bespoke enterprise software & AI agents
CORE STACK
Python · Next.js · OpenAI · n8n · PostgreSQL
CORE CAPABILITIES & ENGINEERINGPRODUCTION READY
CAPABILITY 01→
AUTONOMOUS AI AGENTS & RAG

Retrieval-augmented assistants and autonomous reasoning pipelines connected to production databases.

CAPABILITY 02→
BESPOKE WEB ARCHITECTURES

High-performance Next.js and React web platforms engineered with custom UI systems and scalable backends.

CAPABILITY 03→
ENTERPRISE AUTOMATION (n8n & PYTHON)

End-to-end integration across CRMs, ERPs, and custom databases to eliminate repetitive manual hours.

CAPABILITY 04→
CUSTOM MANAGEMENT SYSTEMS

Bespoke operational dashboards and internal tooling tailored to company business models.

SYSTEM 04 / 04 — SIRA NETWORKINGAI · EVENT NETWORKING & MATCHMAKING · 2026LIVE DEPLOYMENT↗ALGORITHM v2.4 · 100% WEBENGINE ONLINE
SYSTEM 04 · AI EVENT NETWORKING ENGINE

SIRA
NETWORKING

AI engine connecting the right attendees before the event is over.
LAUNCH SIRANETWORKING.COM↗

SIRA transforms event networking for corporate summits, tech conferences, and demo days: it analyzes attendee profiles in real time, computes complementary synergy vectors, and recommends exactly who to meet, why, and how to break the ice — 100% web, zero friction.

LIVE PRODUCTION INTERFACE
https://siranetworking.com/
Sira Networking AI Engine Live Platform Interface
AI ENGINE · SIRANETWORKING.COM
Real-time matchmaking & icebreaker generation
MATCHING ENGINE: ACTIVELATENCY: 340 MSZERO APP-STORE INSTALLALGORITHM: v2.4
DEPLOYED AT SIRANETWORKING.COM
01 · VECTOR COMPATIBILITY
High-Dimensional Embeddings
Parses participant backgrounds, technical skills, and commercial goals into high-dimensional latent vectors.
02 · COMPLEMENTARY MATCHING
Synergy Matching Engine v2.4
Matches attendees based on mutual complementarity rather than superficial similarity (e.g. founder meets investor).
03 · REASONED ICEBREAKERS
Contextual Conversation Hooks
Generates custom conversation starters referencing precise technical overlaps between participants.
04 · ZERO-INSTALL WEB APP
Instant QR Badge Activation
Runs 100% in mobile and desktop browsers with zero app store downloads required during live events.
ROLE
Product engineering, AI matching pipeline & full-stack
STACK
Python · Vector Matchmaking · Next.js · Supabase
DEPLOYMENT
Live at siranetworking.com · 100% Web
ALGORITHM
v2.4 Complementary Matching Engine

Currently

06 — SEPTEMBER 2026 · UPDATED WEEKLY
→CTO & Co-founder @ TechPhite
→GCI World @ The University of Tokyo (Matsuo Lab)
→AI Developer @ Kretz
→Finishing Systems Engineering @ UTN
→Building autonomous AI agents & RAG systems
BASED IN
ROSARIO, ARGENTINA
−32.95 / −60.65 · UTC−3
READING NOW
Edge inference on constrained hardware · retrieval evaluation
OPEN TO
High-impact AI systems, enterprise automation, strategic collaborations
07 — CONTACTEND OF DOCUMENT · SYS 07/07
HAVE AN IDEA?

LET'S BUILD
SOMETHING
INTERESTING.

EMAIL ME ↗LINKEDIN ↗GITHUB ↗
Rosario, Argentina · replies within a day
SANTINO CATALDI — I BUILD THINGS THAT THINKBACK TO 01 ↑