Data science professional with experience in business analysis and machine learning
I have 3.5 years of experience working in the analytics domain which includes using technologies like Jupyter notebooks for implementing reproducible results and following best coding practices
WORK EXPERIENCE
Mu Sigma Business Solutions : June 2015 - June 2017
Epsilon Agency : September 2017 - December 2018
Below is a description of projects i have worked on:
1. Unstructured data analysis(text): Performed descriptive analysis after cleaning, normalising data downloaded from various social feeds. The information extracted was quantified and presented to the client
2. Web analytics reporting: Worked with onsite counterpart on Web Analytics Reporting automation using the Google Analytics Reporting API v4. This significantly reduced turnaround time for generating reports.
3.Sales Forecasting: Collaboratively developed and implemented a forecasting framework which uses macroeconomic, weather and promotional data to forecast company sales using multiple linear regression & time series models (SARIMA)
Work Terms
Technologies - Python, SQL and MS Excel
Proficient using Python libraries :
- pandas, regex, NumPy, scikit-learn (for data cleaning, manipulation and modelling)
- NLTK, SpaCy, wordnet (for Natual Language Processing)