Smart India hackathon sihp presentations

Trying to my best

1. TITLE PAGE
SMART INDIA HACKATHON 2025
•ProblemStatementID: 25034
•ProblemStatementTitle:
•Theme-SmartEducation: Software
•PSCategory: Software
•TeamID:
•TeamName: GenCoderZ
AI-Based Internship Recommendation
Engine for PM Internship Scheme

2. IDEA TITLE
2
GenCoderZ
AI-Based Internship Recommendation Engine for PM Internship Scheme
Idea
•Build a lightweight AI recommendation engine for internship
matching.
•Support candidates from rural, tribal, and remote backgrounds.
•Provide only 3-5 personalized suggestions per user for clarity.
•Make the tool mobile-compatibleand accessible to all literacy
levels.
Solution Highlights
•Captures user details: education, skills, sector interests, location.
•Uses ML-lightor rule-based filtering for recommendations.
•Simplified UI: minimal text, icons, visual cues, card-style outputs.
•Supports regional languages and mobile-first access.
•Collects basic feedback to improve future matches.

3. 3
GenCoderZ
Technical Approach:-
Frontend
•React.js, Tailwind CSS, HeroUI
Backend
•Python/ FastAPI
Machine Learning Model
•Scikit-learn , Rule-based Logic
Database
•SQLite /PostgreSQL
Localization
•i18next (frontend) / Google Cloud Translate API (backend)
Deployment
•Docker
Additional Technical Features
•Voice input/speech-to-text for candidate responses.
•Card-based UI with icons for clarity and minimal text.
•Lightweight design to function well even on low-end devices and slow
connections.
TECHNICAL APPROACH

4. FEASIBILITY AND VIABILITY
4
GenCoderZ
Feasibility and Viability
•Lightweight stack ensures fast load times and low resource usage.
•Easy to deploy using Docker, simplifying integration with existing PM portal infrastructure.
•Minimal training required for administrators and users due to intuitive UI and APIs.
•Effective for low-bandwidth environments and accessible to users with limited digital literacy.
•FastAPI'sasynchronous support enables scalable, responsive backend handling multiple requests.
•React’smodular component design facilitates maintainability and incremental feature updates.
•Open-source toolsreduce software licensing costs and increase flexibility.
•Simple RESTful APIs promote easy future extension, integration, and third-party collaborations.
•REST APIensures future integration and scalability.

5. IMPACT AND BENEFITS
5
GenCoderZ
Impact and Benefits
•Enhances access to valuable internship opportunities for
underprivileged youth nationwide.
•Empowers first-generation learnersby fostering self-reliance and
skill development.
•Reduces inefficient, misaligned applications, streamlining the
selection process.
•Promotes fair and equitable distribution of internships across
diverse socio-economic groups.
•Bridges the digital divide by providing mobile-friendly and low-
literacy accessible tools.
•Strengthens workforce readiness by aligning internship matches
with user skills and aspirations.

6. RESEARCH AND REFERENCES
6
References
•Prime Minister Internship Scheme official website (Ministry of Corporate Affairs)
https://ddnews.gov.in/en/prime-minister-internship-scheme-opens-round-2-with-over-1-lakh-
opportunities-across-india/
•PM Internship Scheme overview by TN Skill Portal
https://www.tnskill.tn.gov.in/pminternship/
•AI-Based Internship Recommendation System research papers (examples)
https://www.scribd.com/document/748079797/AI-Based-Internship-Recommendation-System-1-1-2
https://github.com/BrianTruong23/job_recommendation
•National Education Policy (NEP) 2020 -Government of India
https://www.education.gov.in/sites/upload_files/mhrd/files/NEP_Final_English_0.pdf[general knowledge]
•Localization tools documentation: i18next and Google Translate API
https://www.i18next.com/
https://cloud.google.com/translate
•FastAPIand React.js Framework Documentation
https://fastapi.tiangolo.com/, https://reactjs.org/