# Candidate Master Professional Profile Template > Use this document as the main source-of-truth for CV tailoring. > Write verified information only. The file can be long; the CV generator will choose the most relevant parts for each job. --- # 1. Professional Title Write one clear title that matches the candidate's target roles. Example: **Software Developer | Computer Science Student | Backend / Full-Stack / AI** Other examples: - **Junior Full-Stack Developer | React / Node.js / Python** - **Backend Developer | Python / APIs / Automation** - **Unity / C# Developer | Simulation / Game Systems** --- # 2. Core Identity Write a short factual description of the candidate. Example: Candidate Name is a software developer and Computer Science student with hands-on experience in backend development, full-stack projects, automation and AI API integration. Background can include: - Military or professional software development experience. - Freelance or client work. - Academic studies. - Teaching or mentoring. - Independent projects. - Practical engineering training. Contact information: - Email: - Phone: - Location: - LinkedIn: - GitHub: - Portfolio: --- # 3. Professional Summary Write 3-6 lines summarizing the candidate's strongest professional positioning. Example: Computer Science student and software developer with practical experience building backend services, full-stack applications and automation tools. Experienced with Python, React, Flask, REST APIs and AI API integration. Comfortable working across frontend, backend, data processing and deployment workflows. Target roles: - Junior Software Developer - Student Software Developer - Backend Intern - Full-Stack Intern - AI / Automation Intern Strong technical areas: - Backend development - Full-stack development - AI API integration - Automation - Desktop applications - Unity / C# - Data processing --- # 4. Education ## Degree / Program - Institution | Years Example: ## B.Sc. in Computer Science - Example University | 2023-2027 - Current student. - Average / GPA, if useful: - Relevant coursework: - Data Structures. - Computer Architecture. - Algorithms. - Databases. - Notes: - Combining academic studies with hands-on software projects. ## Practical / Professional Training - Institution | Years Example: ## Practical Software Engineering Program - Example College | 2020-2021 - Completed practical software development training. - Graduated with honors, if true. - Studied: - Programming. - Databases. - Software engineering principles. - Web development. --- # 5. Work Experience ## Role Title - Company / Unit / Client Type | Years Example: ## Backend Developer / AI Automation Developer - Freelance Clients | 2025-2026 ### Role Overview Briefly explain the role. Example: Worked on backend services, automation workflows and AI-powered tools for client-facing business processes. ### Responsibilities - Developed backend services using Python. - Built REST API integrations. - Integrated OpenAI / Gemini / other APIs into application workflows. - Converted unstructured user input into structured JSON outputs. - Built automation pipelines. - Deployed or supported systems in Linux environments. ### Technologies - Python - Flask - REST APIs - OpenAI API - Gemini API - JSON - Linux ### Impact / Results Use metrics only if verified. Examples: - Reduced manual processing time by approximately 40%. - Improved workflow reliability for internal users. - Delivered production-ready tools for real client use. ### Resume-Ready Version Example: Built backend automation workflows using Python, REST APIs and AI API integration, converting unstructured inputs into structured outputs for business processes. --- ## Role Title - Organization | Years Example: ## Software Developer - Internal Systems Team | 2021-2025 ### Role Overview Worked as a software developer building internal tools, operational systems and user-facing applications. ### Responsibilities - Developed and maintained software systems used by real users. - Implemented features and improvements. - Debugged production-level issues. - Worked with cross-functional technical teams. - Participated in code reviews. - Supported onboarding or knowledge sharing, if true. ### Technologies - C# - .NET - WPF - APIs - Desktop applications - Internal tools ### Recognition Example: - Received an award for technical contribution and performance excellence. ### Resume-Ready Version Example: Developed and maintained internal C#/.NET applications, including feature implementation, production debugging and practical user-facing improvements. --- # 6. Technical Stack Only list technologies the candidate can honestly explain. ## Programming Languages - Python - JavaScript - TypeScript - C# - Java - C ## Backend - Flask - FastAPI - Node.js - REST APIs - JSON processing - API integrations ## Frontend - React - Angular - HTML - CSS - Tailwind CSS ## Databases - MySQL - PostgreSQL - MongoDB - Firebase / Firestore ## Cloud / DevOps - Linux - Docker basics - Azure - GCP - Git - Deployment ## AI / Automation - OpenAI API - Gemini API - Prompt engineering - LLM workflows - Structured JSON generation - Workflow automation ## Desktop / Game / Simulation - C# - WPF - Unity - VR - Game systems --- # 7. Projects - Deep Detail Use this section for detailed project information. The final CV will use only the most relevant parts. --- ## 7.1 Project Name - Short Category Example: ## 7.1 AI Calendar Assistant - AI Scheduling System ### Project Overview Describe what the project does. Example: Built an AI-based system that converts free-text messages and documents into structured calendar events. ### Development and Capabilities - Parsed unstructured text. - Extracted dates, times, titles and participants. - Generated structured JSON. - Created calendar events from parsed data. - Handled unclear or partial input. ### Architecture - Frontend: - Backend: - Database: - AI service: - External APIs: Example: - React frontend. - Flask backend. - OpenAI API for parsing. - JSON validation layer. - Calendar API integration. ### Technologies - Python - Flask - React - OpenAI API - JSON - REST APIs ### Challenges - Handling inconsistent input. - Avoiding invented event details. - Validating AI output before use. ### Results Use only verified results. Examples: - Reduced manual event creation. - Improved scheduling workflow. - Reached approximately 95% parsing accuracy, if measured. ### Resume-Ready Version Example: Built an AI scheduling assistant that converts unstructured text into structured calendar events using Python, Flask, React and LLM-based parsing. --- ## 7.2 Project Name - Short Category Example: ## 7.2 Document Workflow Platform - Full-Stack Automation ### Project Overview Built a full-stack platform for collecting, validating and tracking user documents. ### Development and Capabilities - Built user questionnaires. - Determined required documents based on answers. - Supported file upload. - Validated documents with AI. - Tracked status and comments. - Sent notifications. ### Technologies - React - Tailwind CSS - Flask - Firebase - AI validation - Email notifications ### Resume-Ready Version Built a full-stack document workflow automation platform using React, Tailwind, Flask, Firebase and AI validation. --- ## 7.3 Project Name - Short Category Example: ## 7.3 Unity Strategy Game - Algorithmic Game AI ### Project Overview Built a Unity/C# strategy game with AI decision-making. ### Development and Capabilities - Represented the board as a graph. - Used nodes and edges. - Implemented heuristic decision logic. - Evaluated future moves. - Built trade / build / expansion logic. ### Technologies - Unity - C# - Graph algorithms - Recursive logic - Game systems ### Resume-Ready Version Built a Unity/C# strategy game using graph-based board representation and heuristic AI logic for move evaluation. --- # 8. Key Achievements Add verified achievements only. Examples: - Reduced onboarding time from 3 days to 1 day using a training simulator. - Built an AI document classifier with approximately 95% accuracy. - Reduced manual workflow time by approximately 40%. - Received an award for technical contribution. - Created and published programming courses. - Taught programming and supported students through code reviews. --- # 9. Areas of Expertise Examples: - Backend Development - Full-Stack Development - AI API Integration - Automation Pipelines - REST APIs - Workflow Automation - Unity Development - C# / .NET - Desktop Applications - Production Debugging - Teaching and Technical Communication - Systems Programming --- # 10. Resume-Ready Sentences Use this section for strong bullets the AI can reuse. ## Backend / AI - Built backend services and automation workflows using Python, REST APIs and AI API integration. - Integrated LLM APIs to convert unstructured user input into structured JSON outputs. - Developed practical automation tools for real business workflows. ## Full-Stack - Built full-stack web applications using React, Flask and Firebase. - Designed client/server workflows for document collection, validation and tracking. ## Unity / C# - Developed Unity/C# systems involving interactive simulation, graph-based logic and decision-making workflows. - Built desktop applications using C#, WPF and event-driven UI logic. ## Teaching / Collaboration - Taught programming fundamentals and supported students through debugging and code reviews. - Participated in code reviews and knowledge sharing within technical teams. --- # 11. Interview Talking Points ## Tell Me About Yourself Example: I am a software developer and Computer Science student with hands-on experience in backend development, full-stack projects and AI automation. I have built practical systems using Python, React, Flask and AI APIs, and I enjoy turning unclear user needs into working software. ## Strong Project Story Project: - Situation: - Task: - Action: - Result: Example: I built a document workflow system that asks users questions, determines required documents, validates uploads with AI and tracks progress until completion. ## Technical Challenge Story - What was difficult: - How it was solved: - What was learned: --- # 12. Role Positioning Notes ## For Backend Roles Prioritize: - Backend services. - APIs. - Data processing. - Automation. - AI API integration. - Deployment. ## For Full-Stack Roles Prioritize: - React / Angular. - Backend integration. - Databases. - User workflows. - UI implementation. ## For AI / Automation Roles Prioritize: - LLM workflows. - Prompt engineering. - JSON output validation. - Automation pipelines. - Document processing. ## For Unity / C# Roles Prioritize: - Unity. - C#. - Simulation. - Game AI. - WPF / .NET. ## For Junior / Student Roles Recommended positioning: - Hands-on software developer. - Practical project experience. - Can learn independently. - Comfortable debugging. - Works well with technical teams. Avoid over-positioning as: - Senior engineer. - Technical lead. - Manager. - Architect of everything. --- # 13. Important Constraints for CV / AI Use Write hard rules here. Examples: - Do not invent companies. - Do not invent degrees. - Do not invent dates. - Do not invent metrics. - Do not claim tools the candidate cannot explain. - Use only information supported by uploaded files. - Keep final CV in English unless requested otherwise. - Prefer clear, factual wording. Candidate-specific limits: - Technologies I cannot confidently explain: - Technologies I know only at a basic level: - Roles to avoid: - Claims that require careful wording: --- # 14. Missing Details To Add Later Use this section to collect useful missing information. Examples: ## Work Experience - Exact team size: - Exact responsibilities: - Production systems supported: - Metrics: ## Projects - GitHub links: - Demo links: - Architecture details: - Users / clients: - Measured impact: ## Education - Additional coursework: - Academic projects: - Certificates: --- # 15. Final Master Summary Write a final high-level summary. Example: Candidate Name is a software developer with practical experience in backend development, full-stack systems, AI integration and automation. The profile demonstrates the ability to build real systems, learn independently, debug issues, collaborate with technical teams and communicate technical ideas clearly.