You will get build custom object detection API for industrial and retail AI
Rising Talent
Rising Talent
Project details
I am an AI Systems Architect specializing in Industrial-Grade Computer Vision APIs. I don't just train YOLO models; I engineer deployed detection systems designed to integrate into your factory, warehouse, or retail software.
My Solutions by Industry:
Manufacturing: Defect detection (PCB, Metal), Assembly verification, and Safety Gear (PPE).
Retail and Logistics: Shelf monitoring, SKU classification, and package tracking.
Construction: Processing Large Blueprints using Tiled Inference (SAHI) to detect small objects in 4K+ images.
Understanding Your Investment:
Standard ($400): The Intelligence Engine Perfect for engineering teams. I handle data strategy and train a custom YOLOv8/v11 model. You receive optimized weights (.pt) and metrics.
Premium ($2,495): The Infrastructure I build the Production API. Includes:
FastAPI Backend: Robust REST API.
Dockerization: Containerized for AWS/GCP.
Error Handling: Prevention of crashes.
Tech Stack: Python, PyTorch, YOLOv8/v11, FastAPI, Docker, SAHI.
IMPORTANT BEFORE ORDERING: Success relies on data. Please CLICK CONTACT SELLER with sample images first.
My Solutions by Industry:
Manufacturing: Defect detection (PCB, Metal), Assembly verification, and Safety Gear (PPE).
Retail and Logistics: Shelf monitoring, SKU classification, and package tracking.
Construction: Processing Large Blueprints using Tiled Inference (SAHI) to detect small objects in 4K+ images.
Understanding Your Investment:
Standard ($400): The Intelligence Engine Perfect for engineering teams. I handle data strategy and train a custom YOLOv8/v11 model. You receive optimized weights (.pt) and metrics.
Premium ($2,495): The Infrastructure I build the Production API. Includes:
FastAPI Backend: Robust REST API.
Dockerization: Containerized for AWS/GCP.
Error Handling: Prevention of crashes.
Tech Stack: Python, PyTorch, YOLOv8/v11, FastAPI, Docker, SAHI.
IMPORTANT BEFORE ORDERING: Success relies on data. Please CLICK CONTACT SELLER with sample images first.
Machine Learning Tools
ChatGPT, Google Sheets, Keras, NumPy, OpenCV, pandas, Python, PyTorch, SQL, TensorFlow, Tesseract OCR, Vertex AIWhat's included
| Service Tiers |
Starter
$120
|
Standard
$399
|
Advanced
$2,499
|
|---|---|---|---|
| Delivery Time | 4 days | 14 days | 21 days |
Number of Revisions | 2 | 2 | 4 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$40 - $120
Additional Revision
+$100Frequently asked questions
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SM
Sidra M.
Mar 23, 2026
AI Customer Support Agent for RAG SaaS
We originally set out to get a simple AI support assistant trained on our documentation, but most of what we saw from freelancers were just basic chatbot setups.
What we ended up with was something on a completely different level — a full SaaS product.
It wasn’t just a bot. The system came with a proper knowledge base ingestion process, a solid AI search and retrieval pipeline, a clean customer-facing chat widget, and a well-built admin dashboard with analytics.
Everything feels thoughtfully designed and built to scale. The UI doesn’t come across like a quick prototype — it feels like a real, production-ready product.
Within the first month alone, our support tickets dropped by 60%.
If you’re looking for someone who genuinely understands both AI systems and how to turn them into real, usable products, he’s a great choice.
What we ended up with was something on a completely different level — a full SaaS product.
It wasn’t just a bot. The system came with a proper knowledge base ingestion process, a solid AI search and retrieval pipeline, a clean customer-facing chat widget, and a well-built admin dashboard with analytics.
Everything feels thoughtfully designed and built to scale. The UI doesn’t come across like a quick prototype — it feels like a real, production-ready product.
Within the first month alone, our support tickets dropped by 60%.
If you’re looking for someone who genuinely understands both AI systems and how to turn them into real, usable products, he’s a great choice.
SM
Sidra M.
Mar 14, 2026
AI Document Intelligence System Development for Legal Firm
We hired this developer to build an AI document intelligence platform for our legal firm, and the results exceeded expectations. He delivered a full production-grade system that lets our lawyers instantly search thousands of contracts using natural language. The clean Next.js dashboard and lightning-fast FastAPI + vector search backend make it incredibly efficient. His strong system architecture and scalable design now save our team 20+ hours every week. Highly recommended for building real AI systems.
About Sasanka
AI Systems Architect| RAG, Agents, WebApps, Data Automation&Com:vision
Katugastota, Sri Lanka - 1:52 am local time
I help businesses turn manual workflows, messy data, and AI ideas into reliable web applications, automation systems, and intelligent tools that work in the real world.
You are likely here because:
• You need a custom AI tool, RAG chatbot, or autonomous agent integrated into a real SaaS or internal web app.
• You have a manual workflow that needs end-to-end automation.
• You need large-scale data extraction, monitoring, or web automation built for reliability.
• You want computer vision, document processing, or machine learning integrated into a production system.
• You need someone who understands the full stack: data extraction → AI processing → backend architecture → frontend UI.
How I Am Different
Most freelancers are either “Python developers,” “React developers,” or “AI prompt engineers.” I bridge the full system.
I design and build complete solutions across:
• AI & LLM Systems: RAG pipelines, AI agents, OpenAI integrations, LangChain, LlamaIndex, vector databases, tool-use agents.
• Web Applications: Next.js, React, TypeScript, Tailwind, Supabase, FastAPI, Stripe, dashboards, admin panels, SaaS platforms.
• Data Automation: Web scraping, browser automation, data pipelines, monitoring systems, API integrations, scheduled workflows.
• Machine Learning & Vision: YOLOv8, PyTorch, OpenCV, object detection, image processing, synthetic data pipelines.
• Infrastructure: Docker, AWS, Vercel, Redis queues, scalable backend systems, automation workflows with n8n and Make.
What I Build
I can help you build:
• Production RAG chatbots trained on your internal documents, websites, PDFs, or knowledge base.
• AI agents that take actions, use tools, monitor data, and automate business workflows.
• SaaS platforms with AI features, payments, authentication, dashboards, and backend logic.
• Data extraction and monitoring systems for products, leads, jobs, real estate, pricing, or market intelligence.
• Computer vision systems for defect detection, object tracking, visual automation, or image-based workflows.
• End-to-end automation replacing repetitive manual work across operations, research, sales, and support.
Real-World Results
• Replaced manual workflows equivalent to 3 full-time employees, saving approximately $180K/year.
• Built AI systems that reduced documentation search time by 90% across 10K+ pages.
• Engineered RAG pipelines using hybrid search to significantly reduce hallucinations and improve accuracy.
• Created automated monitoring systems for 50K+ SKUs with real-time alerting.
• Built synthetic data pipelines capable of generating 50K+ labeled images/hour for computer vision training.
• Developed AI monitoring systems processing 10,000+ jobs/day in real time.
My Tech Stack
Frontend: Next.js, React, TypeScript, Tailwind CSS
Backend: Python, FastAPI, Supabase, PostgreSQL, Redis
AI/LLM: OpenAI API, LangChain, LlamaIndex, ChromaDB, Pinecone
Machine Learning: PyTorch, YOLOv8, OpenCV, CVAT
Automation: Playwright, Selenium, Puppeteer, n8n, Make
Infrastructure: Docker, AWS, Vercel, Stripe Integration
Data Pipelines: API integrations, scraping workflows, retry systems, queue-based processing
The Type of Clients I Work Best With
I work best with founders, agencies, SaaS teams, and businesses that want to build long-term technical assets — not temporary scripts.
Whether you need an AI-powered SaaS, a custom automation platform, a data extraction system, or a machine learning solution, I can help you design, build, and deploy it properly.
Let’s build something reliable, scalable, and useful.
Steps for completing your project
After purchasing the project, send requirements so Sasanka can start the project.
Delivery time starts when Sasanka receives requirements from you.
Sasanka works on your project following the steps below.
Revisions may occur after the delivery date.
design
I will carefully design what you want