Data Science Intern
Tripzy
About the Role
As a Data Science Intern at Tripzy, you will help improve the data and logic behind our AI-powered travel recommendations. You will work directly with the founders on a live product.
Key Responsibilities
- In the first phase:
- Clean, structure, and standardize destination, stay, and activity data.
- Integrate data from multiple sources (APIs, spreadsheets, public datasets) into a reliable pipeline.
- Build and test ranking and filtering logic for recommendations (vibe, season, distance, traveler type) and evaluate performance.
- Experiment with LLM-based approaches such as prompt testing, embeddings, and RAG prototypes.
- As you grow in the role:
- Analyze user behavior and itinerary data (searches, itineraries generated, drop-offs, repeat usage).
- Use user feedback and engagement signals to continuously improve recommendation quality and personalization.
- Build and run experiments and A/B tests to measure the impact of changes to recommendation logic.
- Work on reducing LLM cost and latency through caching, smarter retrieval, and better prompt design.
- Integrate and standardize data from booking partners, hotel and transport APIs, and vendor platforms.
- Build evaluation frameworks and metrics to track recommendation relevance and data quality over time.
- Contribute to the design of Tripzy’s data and AI roadmap, including more advanced personalization and agentic features.
Requirements & Tech Stack
- Proficiency in Python, SQL, and pandas.
- Basic understanding of machine learning and how ranking, similarity, or recommender systems work.
- Curiosity about LLMs, embeddings, and RAG.
- A GitHub profile or portfolio with at least one data or ML project.
- Strong attention to detail and the ability to work independently.
Qualifications
- Currently pursuing or recently completed B.Tech / BCA / MCA / Data Science or a related field.
Good to Have
- Experience with web scraping or working with APIs.
- Exposure to LLM APIs or graph databases.
- Interest in travel and exploring off-beat India.
What You’ll Get
- Hands-on experience on a live AI product.
- Direct mentorship and access to the founders.
- Real ownership of your work.
- Internship certificate and letter of recommendation.
- Possibility of a full-time offer for strong performers.
Duration: 3-6 months
Stipend: Upto ₹2.5-3K per month