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Nole AI

Our projects.

Real-world AI solutions delivered across healthcare, finance, e-commerce, and more.

01 /Selected work

AI solutions in action.

Browse our portfolio of successful AI and software projects. Each case study reflects our commitment to delivering measurable business outcomes.

Case 01Healthcare

Medical Record Summarization AI

An AI system that processes and summarizes extensive patient medical histories, up to 10,000+ pages of PDF documents. The system extracts visit details, physician notes, chronological timelines, and identifies life-changing health incidents, enabling legal and medical teams to work with complex records in minutes instead of weeks.

  • LLM
  • RAG
  • PDF Processing
  • LangChain
Read case study : Medical Record Summarization AI

Key outcomes

  • Summarized 10k+ page medical histories in minutes
  • Extracted chronological timelines with 95%+ accuracy
  • Identified pre/post-incident health changes automatically
Case 02FinTech

Financial Analyst Chatbot

A conversational AI assistant built for investment bankers and financial analysts. The chatbot answers questions about general stock market trends and provides deep analysis of specific companies based on their earnings statements and SEC filings, powered by a RAG pipeline with real-time data integration.

  • RAG
  • LangChain
  • Pinecone
  • OpenAI
Read case study : Financial Analyst Chatbot

Key outcomes

  • Instant answers from earnings statements & market data
  • Deployed for daily use by investment banking team
  • Reduced research time by over 60%
Case 03GenAI

Custom GenAI Platform Development

End-to-end advisory and development for a custom Generative AI platform with highly specialized requirements. Involved architecture design, model selection, fine-tuning strategy, and deployment, delivering a production system tailored to unique domain-specific needs that off-the-shelf solutions couldn't address.

  • LLM Fine-Tuning
  • Architecture
  • Python
Read case study : Custom GenAI Platform Development

Key outcomes

  • Production-ready GenAI platform in 8 weeks
  • Custom model optimization for domain tasks
  • 5-star client review: "clearly knows his stuff"
Case 04Enterprise

LLM Optimization & GenAI Engineering

Collaborated as part of an enterprise team to optimize LLM inference performance, reduce hallucinations, and improve response quality for a large-scale AI application. Work included prompt engineering, RAG improvements, evaluation framework design, and latency reduction through model quantization and caching strategies.

  • LLM Optimization
  • Prompt Engineering
  • RAG
  • Evaluation
Read case study : LLM Optimization & GenAI Engineering

Key outcomes

  • 40% reduction in inference latency
  • Significantly improved response quality & accuracy
  • Comprehensive evaluation framework established
Case 05Industrial

Computer Vision Object Detection System

Custom computer vision pipeline for real-time object detection and tracking in industrial environments. The system uses YOLOv8 for high-speed detection with a custom-trained model on proprietary data, integrated with an alerting system and dashboard for live monitoring of detected events.

  • Computer Vision
  • YOLO
  • PyTorch
  • OpenCV
  • Real-time
Read case study : Computer Vision Object Detection System

Key outcomes

  • 30 FPS real-time detection on edge hardware
  • 98.2% precision on custom object classes
  • Live dashboard with instant alert notifications
Case 06Document AI

Multi-Agent Document Processing System

A LangGraph-powered multi-agent system designed to process, classify, and extract structured information from thousands of documents per day. The system uses specialized sub-agents for different document types, with a supervisor agent coordinating the workflow and ensuring data quality at each step.

  • LangGraph
  • Multi-Agent
  • LangChain
Read case study : Multi-Agent Document Processing System

Key outcomes

  • Processes 5,000+ documents per day automatically
  • 99%+ classification accuracy across 15 document types
  • Eliminated 40 hours/week of manual processing

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02 /Growth solutions

AI-powered lead generation & affiliate marketing.

We help businesses scale their revenue through intelligent, automated outreach and affiliate marketing systems, powered by AI to maximize conversion at every stage of the funnel.

  1. 01

    Cold Email Outreach at Scale

    AI-personalized cold email campaigns using your prospect data. Our system generates highly personalized emails for each recipient, dramatically increasing open rates and reply rates over generic templates.

  2. 02

    Intelligent Lead Scoring & Qualification

    Machine learning models that score and rank incoming leads by conversion probability, so your sales team focuses only on the highest-value opportunities.

  3. 03

    Affiliate Marketing Automation

    End-to-end affiliate program infrastructure: partner tracking, commission calculation, performance reporting, and AI-driven affiliate recruitment to continuously expand your network.

  4. 04

    Campaign Analytics & Optimization

    Real-time dashboards tracking open rates, click-through rates, conversion rates, and ROI. AI continuously A/B tests and refines messaging for maximum performance.

What's included

Cold Email System

  • Prospect list building & enrichment
  • AI-personalized email copy generation
  • Automated follow-up sequences (5 to 7 touches)
  • Deliverability optimization & warm-up
  • Reply detection & CRM integration

Affiliate Program Infrastructure

  • Affiliate tracking system setup
  • Partner portal & dashboard
  • Automated commission management
  • AI-powered affiliate recruitment
  • Performance analytics & reporting

Analytics & Optimization

  • Real-time campaign dashboards
  • A/B testing automation
  • Lead scoring & prioritization
  • Monthly performance reports
Discuss your growth strategy

03 /Client testimonials

Don't take our word for it.

Hear from the clients we've worked with.

“Orhan was wonderful in advising my development of a gen AI platform. He clearly knows his stuff and provided helpful feedback on my highly custom requirements.”
Gina H. | GenAI Platform Client
“Professional, very knowledgeable & delivered my project according to scope in a timely manner. I'll definitely hire Nole AI again for our next AI project.”
Drew Z. | Software Project Client
“Orhan was a star! Absolutely a subject matter expert on LLMs and GenAI optimization. Great communication skills and an amazing teammate to work with.”
Ted O. | LLM Optimization Client

Start your next AI project.

Whether it's a complex LLM system, a computer vision pipeline, or a lead generation campaign, we're ready to build it with you.

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