The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Editais.AI — AI-Matched Funding Discovery for Public Sector
Concept prototype: LLM-based matching engine that identifies federal funding opportunities for municipalities based on their strategic profile.
A research prototype I built to explore AI-driven matching in complex regulatory domains. The idea: municipalities miss millions in federal funding every year because grant discovery is manual, fragmented across government portals, and requires reading hundreds of pages of technical requirements.
The prototype
Ingests active funding programs from multiple government platforms (federal and state-level)
Builds a structured profile of each municipality (size, sector priorities, current projects, eligibility history)
Uses an LLM to score fit between each grant and each municipality — not just keyword matching, but semantic alignment with strategic goals
Generates a ranked list of opportunities with auto-drafted application outlines
Why it matters
This approach generalizes. Any domain where unstructured regulatory content meets structured eligibility criteria — grants, RFPs, tax incentives, compliance frameworks — can be approached the same way. The prototype validated the core architecture; the productization is ongoing through a sister project (DocLicit IA, which handles the downstream document generation step).
Status
Concept prototype and technical architecture. Used as the foundation for ongoing client conversations and as a reference implementation for similar matching problems in other verticals.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
🤖 LLM Agents are changing how software gets built.
It’s no longer just about generating text — modern AI agents can plan, remember, use tools, and take action to solve real problems.
From research assistants to automation workflows, DevOps copilots to customer support — this is where AI becomes truly practical. 🚀
As an AI Engineer, I build intelligent systems using LLM Agents, RAG, Python, and Full-Stack development to turn ideas into scalable products.
What would you build with an AI agent? 👇
#AI #LLMAgents #ArtificialIntelligence #GenerativeAI #RAG #PythonDeveloper #AIEngineer #MachineLearning #Automation #AIAutomation #FullStackDeveloper #OpenAI #LangChain #AIProducts #TechInnovation #Contra
Tools don't build the future. Builders do 🔥
This is how i used ElevenLabs Flow to introduce/market my luxury handbag brand, Aureveil The Golden Awakening.
i designed this template and used it to launch my Luxury handbag brand, Aureveil.
watch the video👇 to know how i designed it
👉this is my template page https://elevenlabs.io/app/templates/bT9s1kJB9UBHwqcxYmPn
this template i designed can be used by Luxury marketers to market their brands/products.
it's super easy, just input your personal references and images,.. and boom, you're good to go.
and i believe my template will save creators and marketers money and time, where they can immediately design a high quality premium flow.
this is my submission entry to the #elevencreative template challenge
ElevenLabs Template: link to my elevencreative template
X Tweet: link to my elevencreative tweet on X
Linkedln Post: link to my elevencreative Linkedin post
Instagram Post: link to my elevencreative instagram post
This looks smooth. Did you pay for ElevenLabs Flow to create this good work? 🙌
From a simple product page image to a more emotive and experience-driven visual direction.
The goal wasn’t just to show the bottle better.
It was to make the product feel more premium, aspirational, and emotionally connected to a moment.
Interesting how much perception changes through lighting, environment, and storytelling alone.
18 voted
100%
0 voted
0%
18 votes
Closed
After.. I like it
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
portfolioreview
The best portfolios tell a story, not just show a grid. Share yours for feedback.
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?