Rishi

Rishi

Business and Data Analyst
United States of America

نبذة عني

Business and Data Analyst with experience in data analysis, machine learning, natural language processing, statistical analysis, cloud computing, and agile methodologies. Experience includes building clustering and time …

الخبرة

Business and Data Analyst

Red Ventures
Nov 2021 - حتى الآن · 4 سنوات 8 أشهر

Led and developed a unique clustering algorithm (based on DBSCAN)
to identify key customer segments and streamline funnel analysis,
enabling the client to accurately configure and curate their
go-to-market strategies

Business and Data Analyst

Red Ventures, Fort Mill, SC
Nov 2021 - May 2023 · 1 سنة 6 أشهر

Led and developed a unique clustering algorithm based on DBSCAN to identify key customer segments and streamline funnel analysis.
Enabled the client to accurately configure and curate their go-to-market strategies.
Designed and implemented a time series ARIMA model to forecast paid media spend.
Mitigated budget overpacing by 3-4 pp.
Created Tableau and PowerBI dashboards to automate reporting and broaden data visibility.
Saved several hours of time per week spent on conducting data analyses for external stakeholder meetings.
Pioneered two landing page tests.
Yielded a 5% increase in mobile visitors.
Drove an estimated 250k in yearly incremental revenue.
Notable clients: Frontier Communications, Apple, Open Door.

Data Science Intern

Institute for Research on Innovation & Science, Ann Arbor, MI
Aug 2021 - Nov 2021 · 3 أشهر

Researched the relationship between scientific research investment and award outcomes using Python and the BeautifulSoup API to web scrape and analyze scientific publication data.
Established a natural language processing LDA model in Python to comprehend hidden semantic structure in COVID-related research.

Data Analyst, Payments

Toast, Inc., Boston, MA
Nov 2019 - Apr 2020 · 5 أشهر

Routinely produced reports and dashboards using SQL and Looker to analyze trends and identify insights for company stakeholders to drive operational decision-making.
Automated part of the enterprise quality assurance process through Python scripts.
Resulted in an immediate correction of any SFDC errors in all of Toast’s payments solutions.

Product Analytics Intern, Algorithmic Development

Flextrade Systems Inc., Great Neck, NY
Jun 2018 - Jul 2018 · 1 شهر

Conducted in-depth multi-armed bandit machine learning research to rank performance of 8 trading algorithms against key benchmarks.
Identified effective training parameters and strategy combinations that may be used for future machine learning research.
Consolidated summary statistics on 200+ broker-provided algorithms.
Redesigned FlexTrade’s AlgoWheel user dashboard using Python to improve readability and analysis of information.

المهارات

ماي إس كيو إل بايثون (لغة برمجة) قاعدة بيانات SQL Machine Learning Natural Language Processing Deep Learning Statistical Analysis Reinforcement Learning Cloud Computing Agile Methodologies SQL R Programming Tableau PowerBI Microsoft Office Suite MS Excel Git AWS Linux Jira Asana BeautifulSoup DBSCAN ARIMA LDA Looker
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