You will get AI/ML Code Audit - Identify Issues, Reduce Costs in 3-5 Days
Rising Talent
Project details
Your AI/ML code is probably leaving money on the table. High API costs? Security gaps? Performance bottlenecks? I'll find them and tell you exactly how to fix them.
I audit AI/ML systems (RAG pipelines, LLM integrations, ML models) and identify 3-5 high-impact optimization opportunities.
What I review:
• Architecture design and scalability
• API cost optimization (70-90% savings possible)
• Security vulnerabilities and best practices
• Code quality, error handling, logging
• Performance bottlenecks and caching
• LLM efficiency (token usage, context optimization)
Deliverable: 15-30 page report with:
• Executive summary (findings + ROI)
• Analysis by severity level
• Cost impact analysis
• Actionable recommendations with code examples
• Implementation roadmap with effort estimates
Recent audits: Identified $2k+/month API cost savings. Found security gaps in LLM integrations. Optimized context handling for 60% faster responses.
You get: Professional report, implementation guidance, and clear path forward. Everything is specific, actionable, and tied to business impact.
Perfect for teams who want external validation before rebuilding their AI stack.
I audit AI/ML systems (RAG pipelines, LLM integrations, ML models) and identify 3-5 high-impact optimization opportunities.
What I review:
• Architecture design and scalability
• API cost optimization (70-90% savings possible)
• Security vulnerabilities and best practices
• Code quality, error handling, logging
• Performance bottlenecks and caching
• LLM efficiency (token usage, context optimization)
Deliverable: 15-30 page report with:
• Executive summary (findings + ROI)
• Analysis by severity level
• Cost impact analysis
• Actionable recommendations with code examples
• Implementation roadmap with effort estimates
Recent audits: Identified $2k+/month API cost savings. Found security gaps in LLM integrations. Optimized context handling for 60% faster responses.
You get: Professional report, implementation guidance, and clear path forward. Everything is specific, actionable, and tied to business impact.
Perfect for teams who want external validation before rebuilding their AI stack.
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, ChatGPT, GitHub Copilot, GPT-3, Keras, MLflow, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,500
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 0 | 1 | 2 |
Number of Scenarios | 0 | 1 | 2 |
Number of Graphs/Charts | 0 | 1 | 2 |
Model Validation/Testing | - | ||
Model Documentation | |||
Data Source Connectivity | - | ||
Source Code |
Frequently asked questions
About KyJahn
Workflow Automation & Business Process Optimization | No-Code
Bridgeport, United States - 2:20 am local time
Specializing in:
Connecting your tools (Slack → Sheets, Email → CRM, Forms → Database)
Automating data workflows and processes
Custom workflow setup using modern automation platforms
No-code automation implementation & optimization
I'll automate your workflow. Free 15-min consultation.
Steps for completing your project
After purchasing the project, send requirements so KyJahn can start the project.
Delivery time starts when KyJahn receives requirements from you.
KyJahn works on your project following the steps below.
Revisions may occur after the delivery date.
Comprehensive Code Analysis
Review architecture, code quality, security, performance patterns, and AI implementation. Identify critical/high/medium/low severity issues with business impact.
Detailed Audit Report
Deliver 15-30 page report with findings, cost impact analysis, actionable recommendations with code examples, and implementation priority ranking.