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Another Large Project Completed!
I’m happy to share the completion of a large-scale Competitor Research & Web Scraping Automation Project.
The project involved researching and collecting structured competitive intelligence from multiple trading and investment platforms.
🔹 Automated website crawling & data extraction
🔹 Company & business model research
🔹 Products, features & pricing
🔹 Investment requirements & fees
🔹 Copy-trading & social trading features
🔹 Trader performance & ranking data
🔹 Risk management & regulatory information
🔹 Markets, availability & competitive insights
🔹 Structured CSV & Excel outputs
🔹 Crawl logging for tracking the scraping process
🛠️ Tech Stack:
Python • DrissionPage • BeautifulSoup • Pandas • Excel/CSV
The main goal was to replace a large amount of manual research with a structured and automated data collection workflow.
Another challenging project completed — and another step forward in building practical expertise in Web Scraping, Python Automation, Data Extraction, and Competitive Research.
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Related posts
I haven’t posted much lately because the work got intense.
Two Webflow builds I’ve just finished: MavBio and Jemba9.
One works with biomaterials for medical and research applications. The other builds mission-critical technology for the space industry.
Very different worlds, and genuinely exciting projects to work on.
I’ve also wrapped up a much larger wellness platform that is now being turned into a full case study, while a few new projects are already underway.
A small preview for now. More soon!
wow, the smoothness is mindblowing here
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.
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.