Description
- Experienced individual with strong statistical analytic capabilities and ability to work with a variety of data environment. Looking to apply my experience in a fast-paced and dynamic firm to create data collection models that generate insight.
- Key Skills: Machine Learning Methodologies, Optimization Techniques, Text Mining, Data Mining & Analytics, Data Visualization Techniques Quantitative, Analysis, Data Manipulation, Predictive & Statistical Modelling, Sentiment Analysis, Account Mining, Data Analysis, Data Visualization, Project Delivery, Predictive Modelling & Analytics, Programming, Process Improvement, Team Coordination & Leadership, Debugging, Map Reduce and AWS LAMBDA
- As a Freelancer I have worked on following:
- Analytics & Machine Learning Methodologies
- Conducted extensive research on revenue management and pricing analytics in the hospitality sector
- Applied various machine learning techniques to build dynamic pricing models and maximize profits
- Gathered pricing data from different aggregators by performing web scraping in Python for competitive analysis
- Optimization & Algorithm Development
- Developed an algorithm for yield management using the concept of price elasticity of demand
- Deployed multiple loss minimization & optimization techniques
- Statistical Modelling & Analysis
- Created multivariate regression-based attribution models using ad stock analysis from digital marketing data
- Developed segmentation models using K-means Clustering for exploring new user segments
- Conceptualized and implemented a sentiment analysis tool to rate hotels based on subjective customer reviews