Summary
Overview
Work History
Education
Skills
Timeline
Interests
Generic

Avash Bohidar

Data Scientist
Pune

Summary

Seasoned full stack data scientist with a decade of experience in unleashing the true potential of big data for driving business goals. Pioneered numerous products that drives go-to-market motions in top fortune enterprises around the globe. Expertise in building systems from scratch that can produce models to cater to human defined objectives.

Overview

4
4
years of post-secondary education
9
9
years of professional experience

Work History

Staff Data Scientist

Demandbase
Pune
04.2023 - Current
  • Working as an Data Science SME to drive Go to Market strategy for top our enterprise customers.
  • My core USPs include - a. Defining and ensuring the OKRs are met in terms of revenue dollars. b. Solutions are converted to Product features and are scalable. c. Ensuring interoperability in Product features to be applied across verticals within and outside the Org.
  • Explored, tested and engineered numerous novel estimators and recommendation systems, that contribute to over $3M in ARR.
  • Apply statistical analysis, time-series, and other data analytics techniques to examine and integrate structured and unstructured datasets from various sources.
  • Use various NLP techniques to map textual data gathered across companies to contextual vector spaces (word embeddings).
  • Trained and guided multiple teams, stakeholders and project sponsors on topics like - Data Literacy, CRISP Data Mining and Agile Data Science.

Senior Data Scientist

Demandbase
Pune
06.2021 - 03.2023
  • Worked with stakeholders to come up experimental design and statistical tests: to measure and influence business outcomes.
  • Experience in working in all phases of Data Science project lifecycle; from EDA & Raw Data analysis to Model deployment.
  • Managed and continually improved data harvest and yield. Evaluated numerous new data sources to be integrated into production pipelines.

Data Scientist

DemandMatrix
Pune
08.2017 - 05.2021
  • Part of the founding team. Led the data team throughout the journey from $0 to $8M in revenue. https://www.crunchbase.com/acquisition/demandbase-acquires-demandmatrixeba98938
  • Designed, architected and spearheaded the Technographics data that helped B2B companies strategize their Go to market strategies.

System Engineer

TCS
Pune
06.2014 - 08.2017
  • Automated and systemized jobs in unix systems to monitor, track and report incidents with outlier behavior. Owned reporting and dashboarding using Splunk.
  • Worked with Fifth Third Bank to manage their risk and compliance applications.

Education

Bachelor of Technology - Electrical & Electronics Engineering

ITER
Bhubaneswar, India
06.2010 - 06.2014

Skills

Python, SQL, Pytorch, Tensorflow, PrestoDB, Pandas, Numpy, Scikitlearn, AWS Athena, Big Query ML, Matplotlib, Data Pipelines

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Timeline

Staff Data Scientist

Demandbase
04.2023 - Current

Senior Data Scientist

Demandbase
06.2021 - 03.2023

Data Scientist

DemandMatrix
08.2017 - 05.2021

System Engineer

TCS
06.2014 - 08.2017

Bachelor of Technology - Electrical & Electronics Engineering

ITER
06.2010 - 06.2014

Interests

Coffee Brewing

Cognitive Science, Psychology

Cryptocurrencies

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Avash BohidarData Scientist