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Charles Luis Gaid

Selected Work

What I've shipped

Production automations, web apps, embedded systems, and research projects. Everything here was built to solve a real problem.

  1. AI Content Studio for Brands

    The problem
    Keeping several brands posting every week takes on-brand graphics, clips and videos, plus someone to sign off on each piece before it goes out.
    What I built
    One studio for a brand's whole content pipeline. It generates on-brand graphics and carousels, turns long recordings into ranked, ready-to-post clips, writes a week of posts in one run, and renders avatar videos that speak a script. Everything waits in an approval queue until someone signs it off, and every AI call's cost is tracked.
    • Next.js
    • Anthropic API
    • Gemini API
    • HeyGen
    • Vercel

    Content & Creator Tools · Live demo

    Marketing Platform

    AI Content Studio for Brands

    The problem
    Keeping several brands posting every week takes on-brand graphics, clips and videos, plus someone to sign off on each piece before it goes out.
    What I built
    One studio for a brand's whole content pipeline. It generates on-brand graphics and carousels, turns long recordings into ranked, ready-to-post clips, writes a week of posts in one run, and renders avatar videos that speak a script. Everything waits in an approval queue until someone signs it off, and every AI call's cost is tracked.
    • Brand images and carousels from each account's presets, with faces matched to reference photos
    • A week of Instagram and LinkedIn posts generated in one run
    • Recordings transcribed once, with the best segments ranked for clipping
    • Avatar videos that speak a script, in 9:16 for Reels, Shorts and Facebook
    • An approval queue: nothing publishes until it's approved, or sent back for edits
    • Each account's voice and visual identity steer everything made for it
    • A competitor watchlist checked every Monday, with a digest for admins
    • AI spend tracked by provider, task and run, with API alerts
    • Next.js
    • Anthropic API
    • Gemini API
    • HeyGen
    • Vercel
    Visit site(opens in a new tab)
  2. Book Launch Affiliate Portal

    The problem
    The launch of Dr. Rena Malik's book, The Hard Truth, was promoted by a crowd of affiliates, and every one of them needed a tracked link, a fair score and everything they'd need to post.
    What I built
    The affiliate portal for the launch. Each affiliate gets their own tracked link, sees where they stand on a live leaderboard, climbs a ladder of rewards, and finds the offer, assets and posting guides in one place.

    Content & Creator Tools · Production

    Rena Malik Affiliate Platform

    Book Launch Affiliate Portal

    The problem
    The launch of Dr. Rena Malik's book, The Hard Truth, was promoted by a crowd of affiliates, and every one of them needed a tracked link, a fair score and everything they'd need to post.
    What I built
    The affiliate portal for the launch. Each affiliate gets their own tracked link, sees where they stand on a live leaderboard, climbs a ladder of rewards, and finds the offer, assets and posting guides in one place.
    • A personal tracked link for every affiliate, copied in one click
    • A live leaderboard ranked on points: 7 for each book sold, 1 for each masterclass registration
    • Registrations counted on their own too, for the launch contest that goes to whoever brings the most people
    • Each affiliate's standing: referrals, points, rank, books sold and orders
    • A reward ladder showing how many points to the next prize
    • Announcements, marketing assets, the offer, posting guides, the launch timeline and FAQs in one portal
    Visit site(opens in a new tab)
  3. Launch Companion's dashboard: contact totals, the influencer outreach tally, and the contact table with each one's stage (names hidden).

    Book Launch PR CRM

    The problem
    A book launch meant pitching nearly 200 podcasts, influencers, and media outlets at once, with follow-ups that were easy to lose in an inbox.
    What I built
    Purpose-built CRM for a book launch's publicity: contacts, outreach campaigns, and influencer relationships in one structured place, tracking 190 contacts across podcasts, influencers, and media. Behind it, 7 Make webhook endpoints handle Gmail reply detection, Sendr video triggers, automated follow-up scheduling, and per-contact automation toggles.
    • React
    • Supabase
    • Make
    • Gmail API
    • Sendr
    • Bit.ly

    Content & Creator Tools · Production

    Launch Companion

    Book Launch PR CRM

    The problem
    A book launch meant pitching nearly 200 podcasts, influencers, and media outlets at once, with follow-ups that were easy to lose in an inbox.
    What I built
    Purpose-built CRM for a book launch's publicity: contacts, outreach campaigns, and influencer relationships in one structured place, tracking 190 contacts across podcasts, influencers, and media. Behind it, 7 Make webhook endpoints handle Gmail reply detection, Sendr video triggers, automated follow-up scheduling, and per-contact automation toggles.
    • One home for 190 podcast, influencer, and media contacts, imported from CSV or added by hand
    • A dashboard of contacts, follow-ups needed, completed reach and what's scheduled this week
    • An outreach tally: emails sent, mailing addresses collected, and who hasn't replied, with a reminder to all of them in one click
    • Filters by type, stage and audience size, and any list exported
    • Outreach campaigns tracked alongside every relationship
    • Gmail reply detection that marks who has written back
    • Sendr videos and Bit.ly tracking links built into the outreach
    • Automated follow-up scheduling, switchable for each contact
    • 7 Make webhook endpoints running the automation behind the dashboard
    • React
    • Supabase
    • Make
    • Gmail API
    • Sendr
    • Bit.ly
  4. Speak Radar's dashboard: new opportunities, high-priority events scored for fit with their fees, recent activity and upcoming deadlines.

    Keynote Speaking Opportunity Finder

    The problem
    Finding paid keynote opportunities meant trawling event listings by hand and writing a fresh pitch for each one.
    What I built
    Lead discovery and opportunity tracking for keynote speakers. An automated pipeline scrapes speaking events via Apify, scores relevance, and generates personalized AI pitch decks; CSV analysis and application tracking turn the results into an organized pipeline, with filtering and “Opens for Application” date handling.
    • Apify
    • OpenAI
    • Make
    • Supabase

    Content & Creator Tools · Production

    Speak Radar

    Keynote Speaking Opportunity Finder

    The problem
    Finding paid keynote opportunities meant trawling event listings by hand and writing a fresh pitch for each one.
    What I built
    Lead discovery and opportunity tracking for keynote speakers. An automated pipeline scrapes speaking events via Apify, scores relevance, and generates personalized AI pitch decks; CSV analysis and application tracking turn the results into an organized pipeline, with filtering and “Opens for Application” date handling.
    • Automated scraping of speaking events with Apify
    • Relevance scoring for every event found
    • Personalized AI pitch decks for each opportunity
    • CSV analysis for imported event lists
    • Application tracking that turns prospects into an organized pipeline
    • Filters, plus handling for “Opens for Application” dates
    • A dashboard of new, in-review and in-progress opportunities, with speaking fees and days left
    • Emails for high-priority finds and coming deadlines, plus a weekly digest
    • Apify
    • OpenAI
    • Make
    • Supabase

AI Automation

  • Agency Website and Client Projects

    Team project

    Worked with the team at Iridel, Inc. on iridel.com, and contributed to the agency's client projects: custom n8n automation workflows and AI frameworks, built into the client-facing apps their developers shipped.

    Built with: n8n

    AI Automation · Team project

    Iridel

    Agency Website and Client Projects

    What I built
    Worked with the team at Iridel, Inc. on iridel.com, and contributed to the agency's client projects: custom n8n automation workflows and AI frameworks, built into the client-facing apps their developers shipped.
    • Helped the Iridel team build iridel.com
    • Custom n8n automation workflows for the agency's clients
    • AI frameworks for client projects
    • Automations integrated into client-facing apps alongside the development team
    • n8n
    Visit site(opens in a new tab)
  • Personal AI Assistant

    Production

    Dual-interface AI assistant with voice via Vapi and text via Telegram. Handles email management, calendar scheduling, and task automation. Designed for hands-free operation across devices.

    Built with: Vapi · Telegram API · OpenAI · n8n

    AI Automation · Production

    AIVA

    Personal AI Assistant

    The problem
    Email, calendar, and task admin kept pulling attention away from real work, and it needed handling from anywhere, including hands-free.
    What I built
    Dual-interface AI assistant with voice via Vapi and text via Telegram. Handles email management, calendar scheduling, and task automation. Designed for hands-free operation across devices.
    • Voice conversations through Vapi, for hands-free use
    • Text chat through Telegram
    • Email management, by voice or text
    • Calendar scheduling
    • Task automation running on n8n
    • Vapi
    • Telegram API
    • OpenAI
    • n8n
  • Automated Cold Outreach Pipeline

    Production

    End-to-end pipeline that pulls active software advertisers from Meta Ad Library, filters by web traffic, finds contact emails via Hunter.io, generates personalized pitches with OpenAI, and sends via Resend. Fully automated on a configurable schedule.

    Built with: Meta Ad Library · Hunter.io · OpenAI · Resend

    AI Automation · Production

    Sponsorship Lead Gen System

    Automated Cold Outreach Pipeline

    The problem
    Finding sponsors meant researching which software companies were actively advertising, tracking down the right contact, and writing to each one by hand.
    What I built
    End-to-end pipeline that pulls active software advertisers from Meta Ad Library, filters by web traffic, finds contact emails via Hunter.io, generates personalized pitches with OpenAI, and sends via Resend. Fully automated on a configurable schedule.
    • Pulls software companies actively advertising on Meta Ad Library
    • Filters prospects by web traffic
    • Finds the right contact email through Hunter.io
    • Writes a personalized pitch for each company with OpenAI
    • Sends through Resend on a configurable schedule
    • Meta Ad Library
    • Hunter.io
    • OpenAI
    • Resend
  • Newsletter Subscriber Pipeline

    Production

    Automated pipeline connecting Meta Lead Ads to the Beehiiv newsletter platform. New lead form submissions are instantly synced as subscribers with proper tagging for segmentation.

    Built with: Meta Ads · Make · Beehiiv API

    AI Automation · Production

    Meta Lead Ads to Beehiiv

    Newsletter Subscriber Pipeline

    What I built
    Automated pipeline connecting Meta Lead Ads to the Beehiiv newsletter platform. New lead form submissions are instantly synced as subscribers with proper tagging for segmentation.
    • Picks up every new Meta Lead Ads form submission
    • Adds each lead to Beehiiv as a subscriber straight away
    • Tags new subscribers for segmentation
    • Meta Ads
    • Make
    • Beehiiv API
  • YouTube & Instagram Pipeline

    Production

    Automated content review workflow for a medical content creator. Pulls new uploads, runs AI analysis via Perplexity and Gemini, and generates review summaries with platform-specific optimization suggestions.

    Built with: Make · Perplexity · Gemini · YouTube API

    AI Automation · Production

    Content Review Automation

    YouTube & Instagram Pipeline

    What I built
    Automated content review workflow for a medical content creator. Pulls new uploads, runs AI analysis via Perplexity and Gemini, and generates review summaries with platform-specific optimization suggestions.
    • Picks up new YouTube and Instagram uploads automatically
    • AI analysis of each upload with Perplexity and Gemini
    • A review summary for every piece of content
    • Optimization suggestions specific to each platform
    • Make
    • Perplexity
    • Gemini
    • YouTube API
  • Social Media Distribution System

    Production

    Streamlit application for multi-platform social media posting across Instagram, LinkedIn, Facebook, and Twitter. Platform-specific formatting, scheduling, and API integrations with GetLate and Substack.

    Built with: Streamlit · Python · GetLate · Substack API

    AI Automation · Production

    Multi-Platform Posting App

    Social Media Distribution System

    What I built
    Streamlit application for multi-platform social media posting across Instagram, LinkedIn, Facebook, and Twitter. Platform-specific formatting, scheduling, and API integrations with GetLate and Substack.
    • Posts to Instagram, LinkedIn, Facebook, and Twitter from one app
    • Formats each post for the platform it goes to
    • Scheduling for posts ahead of time
    • Integrations with GetLate and Substack
    • Streamlit
    • Python
    • GetLate
    • Substack API
  • Webhook-Triggered Content Delivery

    Production

    Subscription management automation handling subscriber events with tier-based logic, automated content delivery, and welcome sequences triggered by webhook events.

    Built with: Make · Supercast · Webhooks

    AI Automation · Production

    Supercast Subscriber System

    Webhook-Triggered Content Delivery

    What I built
    Subscription management automation handling subscriber events with tier-based logic, automated content delivery, and welcome sequences triggered by webhook events.
    • Runs on Supercast webhook events as they happen
    • Tier-based logic for each subscription level
    • Delivers each subscriber's content automatically
    • Welcome sequences for new subscribers
    • Make
    • Supercast
    • Webhooks
  • CRM-Triggered Outreach

    Production

    Personalized SMS outreach system triggered by CRM events. Enriches contact data, generates context-aware messages via AI, and tracks response rates for optimization.

    Built with: n8n · OpenAI · CRM · SMS API

    AI Automation · Production

    AI Cold SMS Agent

    CRM-Triggered Outreach

    What I built
    Personalized SMS outreach system triggered by CRM events. Enriches contact data, generates context-aware messages via AI, and tracks response rates for optimization.
    • Triggered by events in the CRM
    • Enriches contact data before writing
    • Context-aware messages written by AI
    • Response-rate tracking to tune the outreach
    • n8n
    • OpenAI
    • CRM
    • SMS API
  • Lookalike Audience Automation

    Production

    Automated Custom Audience sync between CRM customer lists and Meta Business Platform. Eliminates manual CSV uploads by auto-updating source audiences, enabling Lookalike Audiences to refresh continuously.

    Built with: Meta Marketing API · n8n · CRM

    AI Automation · Production

    Meta Ads LAL Sync

    Lookalike Audience Automation

    The problem
    Customer lists were exported and uploaded to Meta as CSVs by hand, so lookalike audiences went stale between uploads.
    What I built
    Automated Custom Audience sync between CRM customer lists and Meta Business Platform. Eliminates manual CSV uploads by auto-updating source audiences, enabling Lookalike Audiences to refresh continuously.
    • Syncs CRM customer lists to Meta Custom Audiences automatically
    • No more exporting and uploading CSVs by hand
    • Source audiences stay current, so Lookalike Audiences keep refreshing
    • Runs on n8n with the Meta Marketing API
    • Meta Marketing API
    • n8n
    • CRM

Content & Creator Tools

  • Podcast Guest and Topic Research

    Production

    AI-assisted research for a health and wellness podcast: finds guests and episode topics by analyzing online content and how guests perform across platforms, scoring credibility from social proof, media mentions, and audience fit. Supabase edge functions and Make handle the scoring and prioritization.

    Built with: Supabase · Make · OpenAI · SerpAPI

    Content & Creator Tools · Production

    Guest Radar

    Podcast Guest and Topic Research

    What I built
    AI-assisted research for a health and wellness podcast: finds guests and episode topics by analyzing online content and how guests perform across platforms, scoring credibility from social proof, media mentions, and audience fit. Supabase edge functions and Make handle the scoring and prioritization.
    • Finds guests and episode topics for a health and wellness podcast
    • Analyzes each guest's online content and how they perform across platforms
    • Credibility scores from social proof, media mentions, and audience fit
    • Scoring and prioritization run on Supabase edge functions and Make
    • Supabase
    • Make
    • OpenAI
    • SerpAPI
  • Cross-Platform Operations Dashboard

    One operations dashboard for activity across Stripe, Beehiiv, and shipping: sales, newsletter enrollments, and fulfillment side by side, so operators can spot what's happening and follow each connected process from purchase to delivery.

    Built with: React · TypeScript · Stripe API · Beehiiv API · Webhooks

    Content & Creator Tools

    Workflow Watcher

    Cross-Platform Operations Dashboard

    What I built
    One operations dashboard for activity across Stripe, Beehiiv, and shipping: sales, newsletter enrollments, and fulfillment side by side, so operators can spot what's happening and follow each connected process from purchase to delivery.
    • Stripe sales, Beehiiv enrollments, and shipping on one dashboard
    • Follow each connected process from purchase to delivery
    • Activity kept in sync across platforms with webhooks
    • Spot what's happening without opening three different tools
    • React
    • TypeScript
    • Stripe API
    • Beehiiv API
    • Webhooks
  • Reusable Prompt Templates

    A studio for creating, organizing, and refining AI prompt templates together with the structured output each one should produce, so content workflows can be rerun and give consistent results.

    Built with: React · TypeScript · Tailwind CSS

    Content & Creator Tools

    Prompt Builder Studio

    Reusable Prompt Templates

    What I built
    A studio for creating, organizing, and refining AI prompt templates together with the structured output each one should produce, so content workflows can be rerun and give consistent results.
    • Create and organize AI prompt templates in one studio
    • Each template keeps the structured output it should produce
    • Refine templates as your content needs change
    • Reusable prompts for repeatable content workflows
    • React
    • TypeScript
    • Tailwind CSS
  • Multi-Network Publishing Hub

    Create, schedule, and publish social posts and videos across multiple networks from one place, built for creators and teams running a steady multi-channel publishing pipeline.

    Built with: React · TypeScript · Tailwind CSS

    Content & Creator Tools

    Content Creator Studio

    Multi-Network Publishing Hub

    What I built
    Create, schedule, and publish social posts and videos across multiple networks from one place, built for creators and teams running a steady multi-channel publishing pipeline.
    • Create social posts and videos in one place
    • Schedule posts ahead of time
    • Publish across multiple networks
    • Planning and distribution in a single workflow
    • React
    • TypeScript
    • Tailwind CSS
  • Cross-Platform Social Reporting

    Analytics dashboard that brings views, followers, and content performance from several social platforms into one consolidated view, so it's easy to compare channels and see what's working.

    Built with: React · TypeScript · Tailwind CSS

    Content & Creator Tools

    Social Spark Analytics

    Cross-Platform Social Reporting

    What I built
    Analytics dashboard that brings views, followers, and content performance from several social platforms into one consolidated view, so it's easy to compare channels and see what's working.
    • Metrics from several social platforms on one dashboard
    • Views, followers, and content performance
    • Compare channels side by side
    • React
    • TypeScript
    • Tailwind CSS
  • Front End for a WordPress Publishing Automation

    A simple form for everything a Make webhook needs to create a podcast page in WordPress, turning a raw automation payload into a publishing workflow anyone on the team can fill in.

    Built with: React · TypeScript · Make · WordPress · Webhooks

    Content & Creator Tools

    Podcast Publisher UI

    Front End for a WordPress Publishing Automation

    What I built
    A simple form for everything a Make webhook needs to create a podcast page in WordPress, turning a raw automation payload into a publishing workflow anyone on the team can fill in.
    • A form for every detail the publishing automation needs
    • Sends the details to a Make webhook that builds the podcast page in WordPress
    • Lets anyone on the team publish without touching the automation
    • React
    • TypeScript
    • Make
    • WordPress
    • Webhooks
  • A Python Creative Tool, Rebuilt for the Browser

    Prototype

    Two prototypes bringing an existing Streamlit and Python image-processing tool into the browser: working out what the original code does, then shaping it into a web interface that's easier to pick up.

    Built with: Python · Streamlit · React · TypeScript

    Content & Creator Tools · Prototype

    Content Creator Suite

    A Python Creative Tool, Rebuilt for the Browser

    What I built
    Two prototypes bringing an existing Streamlit and Python image-processing tool into the browser: working out what the original code does, then shaping it into a web interface that's easier to pick up.
    • Started from an existing Streamlit and Python image-processing tool
    • Works out what the original code does before rebuilding it
    • Two browser prototypes of the same tool
    • A web interface that's easier to pick up than the original
    • Python
    • Streamlit
    • React
    • TypeScript

Business Operations

  • Project Requests and Status

    Request and status tracking for project work: what's outstanding, what's been done, and what still needs attention, visible at a glance to everyone on the project.

    Built with: React · TypeScript · Tailwind CSS

    Business Operations

    Request Tracker

    Project Requests and Status

    What I built
    Request and status tracking for project work: what's outstanding, what's been done, and what still needs attention, visible at a glance to everyone on the project.
    • Every outstanding request in one list
    • A clear status on each request
    • Completed work kept on record
    • Highlights what still needs attention
    • React
    • TypeScript
    • Tailwind CSS
  • Service Agreements, Start to Finish

    Contract generation and management for service agreements: upload templates, edit agreements, collect e-signatures, and handle invoicing, all the steps of agreement admin in one tool.

    Built with: React · TypeScript · Tailwind CSS

    Business Operations

    Contract Creator Pro

    Service Agreements, Start to Finish

    What I built
    Contract generation and management for service agreements: upload templates, edit agreements, collect e-signatures, and handle invoicing, all the steps of agreement admin in one tool.
    • Upload your own contract templates
    • Edit agreements in the app
    • Collect e-signatures
    • Invoicing alongside the agreement
    • React
    • TypeScript
    • Tailwind CSS
  • Client and Admin Contract Portal

    Prototype

    Contract management site with separate experiences for clients and administrators: a client-facing area for their agreements, and an admin view for managing them.

    Built with: React · TypeScript · Tailwind CSS

    Business Operations · Prototype

    Contract Hub

    Client and Admin Contract Portal

    What I built
    Contract management site with separate experiences for clients and administrators: a client-facing area for their agreements, and an admin view for managing them.
    • A client-facing area for each client's agreements
    • A separate admin view for managing contracts
    • Role-separated access, with prototype-level sign-in for now
    • React
    • TypeScript
    • Tailwind CSS
  • SEO Research for Health Content

    Keyword research for medical and health content: connects keyword research services and uses search volume and related keywords to surface topics with real search potential.

    Built with: React · TypeScript · Keyword research APIs

    Business Operations

    Medical Keyword Finder

    SEO Research for Health Content

    What I built
    Keyword research for medical and health content: connects keyword research services and uses search volume and related keywords to surface topics with real search potential.
    • Connects to keyword research services
    • Search volume for each keyword
    • Related keyword suggestions
    • Surfaces medical and health topics worth writing about
    • React
    • TypeScript
    • Keyword research APIs

Engineering / Research

  • AI Breast Cancer Screening

    STTP Champion

    AI-powered early screening method for breast cancer using thermographic imaging and computer vision. Champion of the DOST Scholar's Technopreneurship Training Program (STTP) competition.

    Built with: Thermography · Computer Vision · CNN

    Engineering / Research · STTP Champion

    MammoScan

    AI Breast Cancer Screening

    What I built
    AI-powered early screening method for breast cancer using thermographic imaging and computer vision. Champion of the DOST Scholar's Technopreneurship Training Program (STTP) competition.
    • Early breast cancer screening from thermographic images
    • No contact and no radiation, unlike a mammogram
    • Computer vision with a CNN classifier
    • Champion of the DOST STTP competition in 2025
    • Thermography
    • Computer Vision
    • CNN
  • AI-Powered Medical Screening Tool

    Thesis

    Early screening system for Diabetic Peripheral Neuropathy using AI analysis of thermographic scans of the plantar surface. CNN classification model running on ESP32-S3 with AWS IoT Core integration and a PyQt5 desktop interface.

    Built with: ESP32-S3 · TensorFlow/CNN · AWS IoT · PyQt5 · OpenCV

    Engineering / Research · Thesis

    Thermal Imaging DPN Screener

    AI-Powered Medical Screening Tool

    The problem
    Diabetic nerve damage in the feet is often caught late, when it is harder to treat.
    What I built
    Early screening system for Diabetic Peripheral Neuropathy using AI analysis of thermographic scans of the plantar surface. CNN classification model running on ESP32-S3 with AWS IoT Core integration and a PyQt5 desktop interface.
    • Screens for diabetic peripheral neuropathy from thermal scans of the feet
    • CNN classifier running on an ESP32-S3
    • AWS IoT Core integration
    • PyQt5 desktop interface
    • My BS Computer Engineering thesis
    • ESP32-S3
    • TensorFlow/CNN
    • AWS IoT
    • PyQt5
    • OpenCV
  • Satellite Seagrass Carbon Estimator

    Competition

    AI-powered platform using Sentinel-2 satellite imagery to map, measure, and monetize seagrass carbon stocks across Southeast Asia. Built for the AI ASEAN READY Youth Challenge 2026. Later reframed as a fisher-first community empowerment tool.

    Built with: Sentinel-2 · Google Earth Engine · Deep Learning · Blue Carbon

    Engineering / Research · Competition

    Posidonia AI

    Satellite Seagrass Carbon Estimator

    What I built
    AI-powered platform using Sentinel-2 satellite imagery to map, measure, and monetize seagrass carbon stocks across Southeast Asia. Built for the AI ASEAN READY Youth Challenge 2026. Later reframed as a fisher-first community empowerment tool.
    • Maps seagrass meadows from Sentinel-2 satellite imagery
    • Estimates the blue carbon they store
    • Built on Google Earth Engine and deep learning
    • Later reframed as a fisher-first community tool
    • Entry to the AI ASEAN READY Youth Challenge 2026
    • Sentinel-2
    • Google Earth Engine
    • Deep Learning
    • Blue Carbon
  • Ancient Script Translation

    Competition

    Machine learning pipeline for translating Akkadian cuneiform script using ByT5 transformer models. Built for the Deep Past Challenge on Kaggle as part of CPE432 coursework.

    Built with: ByT5 · Hugging Face · Kaggle · NLP

    Engineering / Research · Competition

    Akkadian Cuneiform ML

    Ancient Script Translation

    What I built
    Machine learning pipeline for translating Akkadian cuneiform script using ByT5 transformer models. Built for the Deep Past Challenge on Kaggle as part of CPE432 coursework.
    • Translates Akkadian cuneiform with ByT5 transformer models
    • Byte-level models, suited to an ancient script
    • Entry to the Deep Past Challenge on Kaggle
    • Part of my CPE432 coursework
    • ByT5
    • Hugging Face
    • Kaggle
    • NLP