Akash Chauhan is a Data Scientist with over 3 years of experience in data science roles, spanning both research and industrial environments. He has experience developing solutions for legal use-cases, indexing medical research articles, and extracting data from unstructured PDFs. Currently, he helps clients improve GTM strategies at DemandBase.
Experience
Data Scientist
DemandBase
As part of the dynamic D2Labs (DemandBase Data Labs) hustling to develop and improve the offerings like Premium Intent, Next Tech Purchase and Trending skills to help customers find their right audience.
Data Scientist
Straive (formerly SPi Global)
Created a suite for a legal use-case that included summarization and citation recognition using NER techniques. Created models to index medical research articles/papers against concepts (Multi-label classification model with 60k+ labels). Created one summarization platform and a REST api for the same. Combined results of object detection models with rules and patterns to extract data from PDFs (Invoice/Debt notices). Extraction of Environmental, Social and Governance data from unstructured PDF docs (Annual/CSR reports of companies) with a question answering approach.
Data Science Intern
Tata Consultancy Services
Planned and developed non-objective based market segmentation models for pharmaceutical market.
Institutional Research Intern
SWAN Labs, IIT Kharagpur
Developed a novel learning framework for resource constrained IoT devices leveraging the edge of the network, working with two of the finest research scholars of Prof. Misra.
Education
Central University of Rajasthan
Integrated M.Sc. in Computer Science
Artificial Intelligence
Licenses & Certifications
Microsoft AI Challenge India 2018
Machine Learning
GIAN
Big data analysis and mining in deep web repositories
GIAN