AI Projects

Explore practical tools for document analysis, delivery management and CV tailoring, developed by Tamás Kosina.

INDEPENDENT PROJECTS

From business problems to working tools.

These independent prototypes demonstrate how I apply business analysis and AI-assisted development to practical workflows. They are examples of my approach to consultancy and tool development, with their current scope described below. Screenshots use fictional demonstration data; prototype outputs remain subject to human review.

Local tool · In development

Business Document Decision Synthesiser

Turn business documents into structured material for analysis and planning. The workflow connects document extraction, validation, human review and draft generation.

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The challenge

Useful evidence is often spread across reports, presentations and spreadsheets. Turning it into a coherent brief requires careful reading and traceability.

What it does

Generate draft business cases, project charters, SWOT analyses, roadmaps and user stories from extracted information, with source evidence and a review step.

Current scope

Outputs are drafts for review; they do not replace verification of the source material.

Business Document Decision Synthesiser: generated business case with source evidence and document controls. — **From source to draft**A business case generated from a fictional process-improvement brief, with supporting source evidence. Demonstration data; the output remains a draft for review.Open full-size screenshot

Working MVP · In development

Delivery Workbench

Bring meeting notes, actions, risks and decisions into one structured view for a delivery lead managing countries and workstreams.

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The challenge

Delivery information becomes fragmented across meetings and registers, making follow-up and status reporting harder to maintain.

What it does

Track stored delivery records and produce meeting summaries, RAID logs and executive status reports with source references.

Current scope

Reporting uses recorded data and deterministic logic. The current tool does not depend on live SAP, Salesforce or Oracle integrations.

Delivery Workbench: integration issues, validation status and operational information gaps. — **Delivery issues in one view**Integration priorities, validation status and missing operational information in the O2C Project Manager Tool. Fictional demo records; no live bank or client data.Open full-size screenshot

Commercial edition · In development

CV Tailor Engine — Commercial

A tool for preparing job-specific application drafts from an existing CV and a target job description. The commercial edition brings CV preparation, document previews and application tracking into one workflow.

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The challenge

Adapting a CV and cover letter for each role takes time. Relevant experience needs to be easy to find, and every claim needs to stay accurate.

What it does

Accept a CV and job description, prepare CV and cover-letter drafts, preview documents, download Word files and track applications.

Current scope

A locally running prototype under development. Generated drafts require careful checking against the source CV before use.

CV Tailor Engine commercial edition input form with a fictional CV and a sample business analyst job description. — **Preparing a tailored application**Real input screen from the commercial prototype, using a fictional CV and job description. This shows the preparation workflow before generation.Open full-size screenshot

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Let’s discuss the business context and where you need support.

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