Week #2 #

⚙️ Detailed Requirements Elaboration #

👤 Detailed User Stories #

• Student Seeking Mentorship
  As a computer science student, I want to find an experienced mentor in my field so that I can get a personalized learning plan to study efficiently without feeling overwhelmed.

  Acceptance Criteria:
  ✅ Mentor profiles with:

  • Areas of expertise (e.g., Python, Web Dev, Data Science)
  • Availability (timezone-friendly schedule)
  • Ratings/reviews from past mentees

  ✅ Matching system based on:

  • My current skill level (beginner/intermediate)
  • My learning goals (e.g., “get a good offer”)

  Edge Cases:
  ⚠️ No mentors available in my area (e.g., Rust programming)
  ⚠️ Mentor has poor communication

• Intern Resume Builder
  As a tech intern, I want to create an resume with industry-specific templates so that I can pass automated screenings and impress hiring managers.

  Acceptance Criteria:
  ✅ Pre-filled templates for tech roles (Backend Developer, Data Analyst, etc.)

  ✅ Real-time feedback

  ✅ One-click export to PDF/LinkedIn

  Edge Cases:
  ⚠️ I have no prior work experience
  ⚠️ My projects are school assignments (how to present them)
  ⚠️ Non-traditional background (e.g., self-taught)

• Career Switcher Roadmap
  As a marketing professional switching to data science, I want a customized 6-month roadmap so that I can focus only on relevant skills (SQL, Python, stats) without wasting time.

  Acceptance Criteria:
  ✅ Roadmap adjusts based on:

  • My 20-hour/week availability

  ✅ Includes:

  • Free/low-cost resource links (Coursera, Stepik)
  • Personal tasks

  Edge Cases:
  ⚠️ I get stuck on a topic (e.g., linear algebra)
  ⚠️ Job market shifts (e.g., sudden demand for PySpark)

• Junior Developer Upskilling
  As a junior React dev, I want to identify and fill skill gaps through curated challenges so that I can qualify for mid-level roles within 12 months.

  Acceptance Criteria:
  ✅ Skill assessment quiz outputting:

  • Priority areas (e.g., “Learn Redux for state management”)
  • Weak spots (e.g., “API design best practices”)

  ✅ Progress tracker showing:

  • Competency growth (e.g., “Frontend: 60% → 85%”)
  • Peer benchmarks

  Edge Cases:
  ⚠️ Conflicting advice from different seniors

• User Authentication
  As a forgetful user, I want to sign up/login with Google/GitHub so that I don’t get locked out due to password issues.

  Acceptance Criteria:
  ✅ Social login options:

  • Google
  • GitHub

  ✅ Clear error messages for:

  • “Email already in use”
  • “Account locked (too many attempts)”

  Edge Cases:
  ⚠️ My social account gets hacked

🐗 Prioritized backlog #

Our current backlog could be found here

📈 Project specific progress #

🖼️ Design #

• Created initial design for:
  • Initial page (by Sarmat)
  • Onboarding pages (by Timur)
  • Main page with roadmap (by Timur)
  • Options (by Timur)

♿ Frontend #

• Created Initial page (by Sarmat)
• Created Login and Singup pages (by Sarmat)
• Created Onboarding page (by Timur)
• Created Main page (by Timur)

⚙️ Backend #

• Created initial CI/CD pipeline (by Maksim)
• Created database prototype (by Marsel)
• Created base endpoints for
  • User CRUD operations (by Maksim)
  • Roadmap CRUD operations (with nodes and links) (by Marsel)
  • Resource CRUD operations (by Marsel)
• Created simple docs for API

🤖 ML #

• Training dataset selected (by Ksenia & Ulyana)

📝 Weekly commitments #

📊 Individual contribution of each participant #

• Marsel Berheev: m.berheev@innopolis.university

  • Weekly report
  • Roadmap and Resource API design (see issue or pull request)

• Maksim Malov: m.malov@innopolis.university

  • CI/CD pipeline initial design (see pull request)
  • User API design (see issue or pull request)

• Makar Egorov: m.egorov@innopolis.university

  • Course scraping (see issue)

• Timur Farizunov: t.farizunov@innopolis.university

  • Onboarding and main page design (see corresponding frames in figma)
  • Main page design and frontend structure setup (see commit)

• Sarmat Lutfullin: s.lutfullin@innopolis.university

  • Initial page design (see corresponding frames in figma)
  • Login and Singup frontend (see commit)

• Ulyana Chaikovskaya: u.chaikouskaya@innopolis.university

  • Dataset analisys (see corresponding frame in miro or issue)

• Kseniia Khudiakova: k.khudiakova@innopolis.university

  • New dataset design (see ipynb file)

🎯 Plan for Next Week #

• Finish frontend MVP
  • Polish existing pages
  • Complete end to end userflow
  • Design refinement
• Integrate API to MVP
  • Integration with existing endpoints
  • Adding new endpoints if needed
• Update documentation
  • Complete documentation for API
• First iteration of AI model
• Finish dataset design

Confirmation of the code’s operability #

We confirm that the code in the main branch:

• In working condition.
• Run via docker-compose (or another alternative described in the README.md).