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Building backend systems that don’t break under pressure.
From real-time WebSocket streaming to high-throughput payment processing, I design systems that handle scale, reliability, and performance.
Recently worked on:
• Real-time data streaming systems
• Event-driven architectures (Kafka, RabbitMQ)
• Banking integrations & high-volume transaction processing
I focus on low latency, resilience, and systems that scale under load.
If you're building systems that need to perform reliably at scale, let’s connect.
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
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A great breakdown of the modern AI ecosystem! 🚀 Building robust, scalable AI applications requires bringing together the right tools at every layer, from vector databases for context to evaluation frameworks for reliability.
A great breakdown of the modern AI ecosystem! 🚀 Building robust, scalable AI applications requires bringing together the right tools at every layer, from vector databases for context to evaluation frameworks for reliability.
I've been heavily focused on working across this...
My Role & Contributions
I served as the Lead Product Manager for TalentScreen Pro, an AI-powered recruitment and candidate-assessment platform.
I was responsible for taking the product from concept to development and commercialisation.
My key contributions included:
Leading product planning, strategy and development.
Defining product requirements and managing the product roadmap.
Coordinating the engineering team and sprint delivery.
Developing AI-powered interview generation and video-screening workflows.
Building candidate assessment processes to support recruitment.
Overseeing product delivery and commercialisation.
Project Outcome:
TalentScreen Pro was successfully developed and commercialised, generating reported sales of US$10,000.
The project demonstrated my ability to turn an idea into a functional AI-powered SaaS product.
Getting an AI screening tool to real revenue is the hard part. How did you handle recruiter pushback on bias and transparency in the video screening flow? That is usually where these products stall.