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Automated Financial Logic & Enterprise Calculation Engines
The Problem Solved: Eliminates costly revenue leakages and human billing mistakes caused by error-prone manual spreadsheets and rigid legacy systems.
The Solution: Custom, bulletproof algorithmic engines that instantly automate multi-variable calculations, transaction splitting, and backend commercial arithmetic with zero error margins.
Business Impact: Accelerates billing cycles, guarantees 100% calculation compliance, and secures transactional data integrity across your entire business.
Universal Scale: Built with clean, modular logic that integrates seamlessly into your SaaS platforms, e-commerce checkouts, internal CRMs, or enterprise tools.
Want to bulletproof your business math and billing flows? Message me here on Contra with your specific parameters, and let’s engineer a high-performance calculation engine tailored to your stack.
Algorithmic Identity ArchitectureDot Net Backend DevelopmentFinancial AnalysisPythonVisual Studio Code
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Our goal was to make pricing, inventory and ordering data feel simple and human for an AI-powered B2B commerce platform. We'd love to hear your thoughts!
Engaging background and nice gradient to not make the section look seprate 🔥
I Build Production-Ready AI Applications, Agents & Automation for Businesses
I’m currently open to new AI development projects and B2B collaborations.
I help companies turn business problems into practical, production-ready AI solutions — from the initial idea and architecture to development, cloud deployment, and integration with existing systems.
My work includes:
AI Agents & LLM Applications — GPT, Claude, Gemini, multi-agent workflows
RAG & Knowledge Systems — chat with company documents, internal knowledge bases, semantic/hybrid search
Business Automation — AI-powered workflows, document processing, email automation, CRM/ERP integrations
Custom AI Platforms — complete web applications with AI capabilities
Data Engineering — ETL/data pipelines, SQL, BigQuery, PostgreSQL and data preparation
Cloud Architecture — AWS, GCP and Azure
Backend & Full Stack — Python, FastAPI, React, TypeScript, APIs and integrations
I’ve worked on solutions involving logistics and supply chain, enterprise knowledge systems, document intelligence, operations, healthcare-related platforms, and AI-assisted software analysis.
I can help whether you already have a detailed specification or simply have a business problem and want to determine where AI actually makes sense and how to build it.
Available for freelance projects, B2B collaborations, MVP development and longer-term partnerships.
If you’re building something with AI or have a process you think could be automated, send me a message.
Have an AI project in mind? Let’s discuss what we can build.
Check my website: https://ai-consulting-site-hstz.vercel.app/
Impressive how you've turned complex logistics challenges into production-ready AI agents, and your AI-powered document processing will deliver strong results for any B2B partner. Looking forward to seeing your next integration with ERP systems.
AutoML Forge is an end-to-end AutoML platform designed to simplify the machine learning workflow by automating key stages from data preparation to model evaluation.
The platform allows users to upload their datasets and build machine learning models without manually handling every step of the traditional ML pipeline.
Key Features
Automated data preprocessing and cleaning
Automatic feature handling and transformation
Classification and regression workflows
Anomaly detection
Model comparison and evaluation
Automated model selection
Hyperparameter optimization
Performance metrics and visualizations
Model prediction and inference
Easy-to-use interactive interface
Tech Stack
Python · PyCaret · FastAI · Scikit-learn · Pandas · NumPy · Streamlit
The project focuses on making machine learning more accessible while reducing repetitive experimentation and development time. It demonstrates practical experience in machine learning automation, model evaluation, data preprocessing, and building AI-powered applications.
Role: AI/ML Developer
Project Type: Machine Learning / AutoML / Data Science
Impressive to see automated data preprocessing and cleaning built into AutoML Forge - eliminating that tedious step speeds up experimentation dramatically. The integrated model comparison and evaluation visualizations make it easy to spot the best performer quickly.
