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
Project Title: Sentix AI: Global Sentiment Intelligence
Results & Impact:
1. Achieved a 92% F1-score by implementing domain-specific fine-tuning on diverse consumer datasets, ensuring high reliability in classification.
2. Engineered an Aspect-Based Sentiment Analysis (ABSA) module that decomposed reviews into granular attributes (performance, pricing, reliability), making trend tracking 15% more precise.
3. Optimized inference performance by 25% through model distillation and Docker-based containerization, enabling the system to handle thousands of concurrent requests.
4. Mitigated data bias by designing a robust pre-processing workflow including lemmatization and custom noise reduction, critical for handling global marketplace jargon.
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
The 17 Sustainable Development Goals are essentially the world’s to-do list for 2030. I wanted to build an immersive interface that actually lets countries and governments interact with their progress. It’s built for deep dives where you can compare performance across borders, analyze raw data, and even use a policy sandbox to "dummy try" initiatives to see simulated results before they happen. 🚀
Honestly didn’t think I could cram all of this in, but Figmake helped me pull off features and intuitive experience. I managed to build an AI-driven story mode, conversational inputs, and :a unique custom circular filter.
Started same day, around 200 regenerations, last minute submission; please accept!
#FigmaMake #SDG #GlobalGoals #UIUX #DesignChallenge
Figma Site - https://many-scarf-95159460.figma.site
our AI lives in a text box. What if it had an office?
Meet T-R41N1…
A universal embodiment layer for AI agents, built in Figma Make by@Paula Sepúlveda , @Gabriel Henao and me. Designed in a 1930s rubber-hose cartoon style, T-R41N1 becomes your office companion: raise your hand to call, speak and see your words appear live, nod to continue, shake your head to adjust, or ignore it and it slips into vacation mode.
Plug in your preferred AI agent via proxy to give it presence and personality. The idea is simple: not to replace the brain of AI, but to give it a cartoon body and make it feel alive.
It’s published on Figma Community, feel free to remix it
And you can try the prototype through the link: https://tr4ini.figma.site
#AI #figmamakeathon
This is my submission to the Figma Makeathon: Meet Family Legacy, an app to commemorate the living.
In this app you can create a family tree for so future generations can learn the history of their family. You can find family members, stats about their life and even a place to see their social media
Beautiful direction. The emotional anchor is strong — especially framing it around ‘commemorating the living.’ It could be powerful to layer in timeline-based storytelling so memories evolve instead of feeling static. That longitudinal dimension would really differentiate it.
Trending
maxearnings
The next frontier of payments is live on Contra. How are you maximizing revenue?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?
aidesignflow
AI tools are redefining how designer work. What does your workflow look like?
micrographics
Micrographics started as utility - barcodes, packaging, instruction labels. How would you use them?
aivideo
AI video tools are moving at warp speed. What tools are you using?