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Paul G's avatar
Paul G
pro
Frisco, USA
Expert cloud & platform consultant building AI platforms
New to Contra
Expert cloud & platform consultant building AI platforms
Cover image for I built a production-ready serverless
I built a production-ready serverless LLM API on GCP designed for low cost, strong security, and fast inference. Requests flow through CDN, load balancing, WAF, and API management before hitting a Cloud Run FastAPI service that handles prompts, session history, caching, and model routing. The system switches between Gemini 2.5 Pro for deep reasoning and Gemini Flash for fast responses, with RAG support using Vector Search over 768-dim embeddings. Data is stored in Firestore, cached in Redis, and logged to BigQuery. Everything is secured with VPC Service Controls, Workload Identity, KMS, Secret Manager, and DLP. CI/CD is fully automated with Terraform and Cloud Build using canary rollouts and auto-rollback on SLO violations. At around 50K requests per day, the platform runs at about $1K/month and scales to zero when idle.
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Cover image for Here's how I'd build a
Here's how I'd build a scalable ticketing backend with Supabase & Stripe. The backend is where everything lives or breaks. Supabase handles auth and Row Level Security out of the box, Postgres enforces ticket inventory and access at the database level, and Stripe Checkout processes payments with webhooks that keep everything in sync. Capacity limits, discount logic, and user access all of it stay consistent when real traffic hits. Built to scale without needing a full rewrite six months down the road.
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Cover image for Cross-cloud real-time data pipeline for
Cross-cloud real-time data pipeline for an e-commerce platform processing 2M+ events per day. Event sources feed into SQS queues and AWS EventBridge. Lambda functions handle initial transformation and validation before landing raw data in S3. A cross-cloud sync layer pushes events into GCP Pub/Sub for real-time stream processing. Dataflow streaming jobs handle enrichment, deduplication, and windowed aggregations before passing to Cloud Run microservices for feature engineering. Vertex AI runs real-time prediction models for recommendation scoring and fraud detection. Processed features land in Redis for low-latency serving and BigQuery for analytics. Cloud Storage holds Parquet files for batch retraining. Cloud Build orchestrates the ML pipeline, including model training, evaluation, and deployment.
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Cover image for Architected an enterprise Kubernetes platform
Architected an enterprise Kubernetes platform on Azure AKS for a fintech company running 40+ microservices. Traffic enters through Application Gateway with WAF v2 policies and Azure Firewall before reaching the AKS cluster inside a hub-spoke VNet. ArgoCD manages all deployments through GitOps with automatic drift detection and self-healing. ACR stores container images built by Azure DevOps Pipelines with integrated vulnerability scanning. Workloads connect to Cosmos DB, PostgreSQL Flexible Server, and Redis Cache through private endpoints. Azure ML handles fraud detection model inference called directly from within cluster pods. Entra ID with Managed Identities provides passwordless auth across all services.
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Otito Uche's avatar
Otito Uche
Lagos, Nigeria
Social media Manager & Virtual Assistant
Social media Manager & Virtual Assistant
Cover image for Making my Avatar with Gravit Designer
Making my Avatar with Gravit Designer
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Cover image for IG Carousel Design
IG Carousel Design
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Cover image for Justgadget x Payday.pdf
Justgadget x Payday.pdf
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Md Raju Ahmed's avatar
Md Raju Ahmed
Lalmonirhat, Bangladesh
Laser cut, carve , CNC, convert to Vector Designer Experts.
New to Contra
Laser cut, carve , CNC, convert to Vector Designer Experts.
Cover image for Convert JPG, PNG, BMP, GIF bitmap images to SVG, EPS, PDF, A...
Convert JPG, PNG, BMP, GIF bitmap images to SVG, EPS, PDF, AI, DXF vector images with real full-color tracing.
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Cover image for Convert Logo to AI, SVG, EPS, PDF Vector printable Formats l...
Convert Logo to AI, SVG, EPS, PDF Vector printable Formats logo-vectorization. I will Professionally graphic designer convert your logo to vector manually in quickly. Compare jpg logo and Vector Logo..💯😍
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Cover image for convert photo to vector line drawing DXF with any format and...
convert photo to vector line drawing DXF with any format and size in illustrator......... Which one looks better engraving gold liberty coin or line art white black vectorwork?
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Cover image for Graphics design is my passion for my profession. Over 10 yea...
Graphics design is my passion for my profession. Over 10 years of graphics design skills made me creative. I'm an Expert in the following areas. Laser engraving - EZCAD - Lightburn - CNC - Vector Tracing - Illustration - Logo Vector - black and white art- silhouette art- stencil art-vector line art or Any Creative and Custom design. Client Sanctification is the best priority for my work.
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Celeste Shelton's avatar
Celeste Shelton
Connecticut, USA
A visual artist who specializes in Graphic Design.
A visual artist who specializes in Graphic Design.
Cover image for Neo Nuance Convention
Neo Nuance Convention
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Cover image for bell hooks
bell hooks
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Cover image for Instagram Carousel
Instagram Carousel
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Alexandra Brown's avatar
Alexandra Brown
Jamaica
A person which do odd jobs in software and design
A person which do odd jobs in software and design
Cover image for Sanitize Poster
Sanitize Poster
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Cover image for Behance
Behance
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Cover image for Glazed Donuts
Glazed Donuts
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Cover image for Yellow Tissue Package Design
Yellow Tissue Package Design
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