Created and developed an original English-language podcast for an international audience.
The project involved developing the editorial concept, defining its identity and positioning, shaping episode narratives, writing and refining scripts, and preparing the podcast for digital distribution.
Thinking Out Loud explores identity, change, work, relationships, culture, faith, and everyday human experiences through thoughtful reflections and storytelling.
The project combines journalism, editorial development, creative writing, and digital content production, with a focus on building an authentic voice that resonates across cultural and linguistic boundaries.
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🚀 Built a Multi-Touch Attribution Engine & Dashboard
Measuring marketing impact across multi-touch customer journeys is a tough data challenge. I built Vectra Analytics to solve this—a platform that models cross-channel performance using statistical attribution models.
Tech Stack:
Frontend: Streamlit (dark mode UI)
Processing & Viz: Python, Pandas, NumPy, Plotly
Database: SQLAlchemy Async (aiosqlite)
Data Quality: Pydantic v2 validation
Core Features:
Flexible Attribution Models: Switch instantly between First/Last Touch, Linear, Time Decay, and Markov Chains.
Core Metrics: Tracks Attributed Revenue, Spend, Net Profit, and ROAS.
Executive Decision Matrix: Scatter plots mapping Spend vs. Revenue vs. ROAS for fast insights.
#Python (https://www.linkedin.com/search/results/all/?keywords=%23python) | #DataEngineering (https://www.linkedin.com/search/results/all/?keywords=%23dataengineering) | #Streamlit (https://www.linkedin.com/search/results/all/?keywords=%23streamlit) | #Analytics (https://www.linkedin.com/search/results/all/?keywords=%23analytics) | #SoftwareEngineering (https://www.linkedin.com/search/results/all/?keywords=%23softwareengineering) | #DataScience (https://www.linkedin.com/search/results/all/?keywords=%23datascience) | #GrowthAnalytics (https://www.linkedin.com/search/results/all/?keywords=%23growthanalytics)
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Behind the Scenes & Brand Storytelling for Springfield Lancheria
Created a behind-the-scenes short-form video for Springfield Lancheria, documenting a content production day for the launch of a new menu.
Instead of focusing only on the food photography, I turned the experience itself into a story, combining behind-the-scenes footage, voice-over, food visuals, and a casual on-camera moment at the end.
The goal was to create authentic branded content that felt personal and entertaining while naturally showcasing the business and its atmosphere.
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Security in motion and at rest — built in Python 🛡️
I built Sec-Toolkit, a two-layer security tool designed to keep data
safe everywhere it goes:
🔹In-Transit:
Verifies request signatures, validates user tokens, and checks web
security headers.
🔹At-Rest:
Encrypts sensitive files using AES and creates SHA-256 fingerprints
to ensure nothing has been tampered with.
It also includes automated checks using local AI, built with a clean
terminal interface for a smooth developer experience.
#Python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED) | #CyberSecurity (https://www.linkedin.com/search/results/all/?keywords=%23cybersecurity&origin=HASH_TAG_FROM_FEED) | #Coding
(https://www.linkedin.com/search/results/all/?keywords=%23coding&origin=HASH_TAG_FROM_FEED)| #SoftwareEngineering (https://www.linkedin.com/search/results/all/?keywords=%23softwareengineering&origin=HASH_TAG_FROM_FEED) | #DataProtection (https://www.linkedin.com/search/results/all/?keywords=%23dataprotection&origin=HASH_TAG_FROM_FEED) |#AppSec (https://www.linkedin.com/search/results/all/?keywords=%23appsec&origin=HASH_TAG_FROM_FEED) | #DevTools (https://www.linkedin.com/search/results/all/?keywords=%23devtools&origin=HASH_TAG_FROM_FEED)
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What happens when you take a viral format and give it a local twist? 👀
I adapted an international viral video format into a short-form piece for Springfield Lancheria.
From adapting the concept to the brand, to filming on location and editing the final video, the goal was to turn a recognizable trend into something that felt natural, playful, and specific to the business.
I create short-form videos, UGC, and branded content for businesses and digital campaigns.
Trend adaptation + video production + editing. 🎬
#ContentCreation #VideoProduction #ShortFormVideo
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I developed a Python CLI focused on applied cryptography (Applied Cryptography Toolkit v0.2.0).
Demonstration of the security pipeline in action:
° File encryption and decryption using AES-256-GCM
° Preservation of original file integrity
° State validation via SHA-256 Hash verification
The project's focus is to ensure a simple, fast, and secure workflow for data manipulation via the command line.
#Python | #Cybersecurity | #Cryptography | #AES256 | #CLI | #SoftwareEngineering | #PythonProgramming | #InfoSec | #Dev | #Freelance
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