Image Generation Pipeline: Cost Optimization (Assessment & Implementation)

Posted yesterday

Worldwide

Summary

Assess and optimize an AI-powered image generation pipeline to reduce infrastructure and inference costs while maintaining output quality and performance. Analyze the current workflow, identify cost bottlenecks (GPU usage, API calls, storage, and data transfer), and implement practical optimizations such as model selection, batching, caching, quantization, and efficient resource utilization. Deliver a scalable, production-ready pipeline with measurable cost savings and performance improvements.

$50.00
Fixed-price
Intermediate
Experience Level
Remote Job
One-time project
Project Type

Skills and Expertise

Mandatory skills

Python

Activity on this job

Proposals:5 to 10
Last viewed by client:yesterday
Hires:
1
Interviewing:
0
Invites sent:
1
Unanswered invites:
0

About the client

Member since Dec 30, 2024

Pakistan
Bahawalpur9:07 PM
$246 total spent
5 hires, 0 active
1 hour
Tech & IT
Individual client

Explore similar jobs on Upwork

Data Scientist (Mid-to-Senior) — Machine Learning & Predictive An…Hourly‐ Posted 1 month ago

Predictive Model

SQL

pandas

Data Science

Python

Machine Learning

Python Scikit-Learn

Deep Learning

Predictive Analytics

Data Analysis

Gen AI Developer (Contract)Fixed-price‐ Posted 2 months ago

AI Agent Development

Python

JavaScript

API

Node.js

Deep Learning

React

PostgreSQL

How it works

Create your free profile
Highlight your skills and experience, show your portfolio, and set your ideal pay rate.
Work the way you want
Apply for jobs, create easy-to-by projects, or access exclusive opportunities that come to you.
Get paid securely
From contract to payment, we help you work safely and get paid securely.