Analyzing with precision
Developed “Similar Listings”, a real estate recommender system, as project lead in both data science
and back-end engineering (tech stack includes Python, Thrift, and PostgreSQL).
· Created valuation model for real estate listings.
· Using NLP techniques (with NLTK and gensim libraries), prototyped automatic extraction of structured
listings data from free-form text descriptions.
· Built the company’s reporting and analytics functions almost from scratch, including the schema design
and ETL of a data warehouse and an A/B testing platform.
· Collaborated with product team to define KPIs and to assess the progress thereof; also, to propose and
execute product analytics projects such as user segmentation.
· Mentored engineering, product, and business development teams in building a data-fluent culture.
Work Terms
I believe in professionalism with my line of work i will deliver the project under my client guidelines and in time. I expect same kind of professionalism from my clients too.