SUMMARY | I am an engineering graduate from IIT (BHU) , Varanasi with 4+ years of experience in business analytics, strategy and deploying machine learning models for clients in India, US and China. I have exposure to database design, ETL , data mining, REST APIs and automation. I am proficient in Python, SQL, R, Tableau and have experience leading cross functional teams. |
RELEVANT EXPERIENCE | Consultant - Chainalytics 6 months (Bengaluru, Jul 2020-Current) Built a design data repository for organization-wide use with auto refresh capability. Worked as consultant on network optimization project for an animal nutrition client Led the design and building of data pipeline, cost regressions and network analysis
Senior Business Analyst - Homelane, (CEO’s office) 1.2 years (Bengaluru, May 2019-Jul 2020) Head of Analytics at Homelane and Product manager for internal Data Platform. Built a unified Data Platform for the company using Bigquery, Airflow, Python and SQL Deployed a reinforcement learning (Thompson sampling) model to replace traditional A/B testing. This reduced the experimentation costs by 20% and improved conversion rates by 4%. Designed the market intelligence system using web scraping, Data mining for growth hacking. Deployed a lead scoring model to improve targeting by the marketing team. Wrote an API to de-duplicate property names -demonstrable accuracy of 95% in simulations
Sr. Analyst - Chainalytics 1 years (Bengaluru, Apr 2018-May 19) Built a model for optimization of the supply chain network of a US bakery demonstrating savings of over 1 million in transportation and handling costs. Built ETL scripts in R to clean and prepare raw data for feeding into Supply Chain Guru. Created live reporting dashboards in Tableau demonstrating the network and cost saving
Senior Analyst - Gobasco Pvt. Ltd 1.3 years (Gurgaon, Jan 2017-Apr 2018) Automated the flow of market information to farmers spanning 5 states Led a project to map the commodity flow across India Developed a 12-point Credit Rating System for commission agents across India.
August 2014 to Jan 2017 - Startup venture (Askgov.in) - Objective was generating speaking points and sentiment analysis for political party candidates based on survey and social media updates. |
EDUCATION | Indian Institute of Technology (IIT-BHU) Varanasi (2010-2014) - Bachelor of Technology in Metallurgical Engineering Liverpool John Moores University (Upgrad) (2020-current) - Masters of Science in Data Science |
SKILLS | Prototyping, defining KPIs, A/B Testing, reinforcement learning, regression, classification Data Engineering- ETL pipelines using Python, Airflow, Metabase, SQL, Data-Guru, BigQuery Analytics and machine learning tools: Python, R, Python, Pyspark, NumPy, Scikit-Learn Data exploration & visualization- Tableau, PowerBI, Matplotlib, MS-excel Programming: Python (flask, django, pandas), Java, flutter, AppScript, HTML, CSS Workspace Environments: Familiarity with AWS, Linux, Mac, Windows, Docker
|
CERTIFICATION | |