Kaushal Prajapati Email & Phone Number

India

- Remolding LLM based autonomous agents to industry use cases- Buit and scaled layout based chunking microservice for domain data inflow to handle 6 million PDFs and achieved 70% reduction in cost from AWS textract

- Building gpt3 like generative model to answer questions from esg reports and tables- Replaced the existing document processing pipeline of 23 models with a single model pipeline - Building my own multi-modal transformer architecture similar to layoutlmv3 and pretraining it for use in production- Building OCR framework with transformers, which can support multiple backends for preprocessing, detection, recognition and post processing

- Working on Plymouth a QC system that recognizes stamp, signature, legal description and verifies if all of these mentioned data are valid.- Working on PEAK a platform that can extract information from any given media and make it easy to search and consumed. key modules developed include Transcription, Text Summarizer, Smart Search, Recommendation system, topic modeling. - Working on Construction Draw an AI to help underwriters reduce claims, by assisting them in matching conditional waivers against invoices. Key modules developed include Information Extraction from Invoices, outlier detection, matching, automating the identification of waivers, invoices, and other types of documents.- Working on SAI imaging system, automating the detection of Non-Public Information and Personal Identifiable Information from 6 million Scanned and uploaded document images.- Won Tech Fest, stood 2nd for automating E-signing process. Key modules developed involvedSignature detection, Signature Extraction and cleaning, Signature Block detection, Integration with Docu-Sign- Working on scaling and improving the performance of various models in Qcorrect API a backend to automate various processes across First American, involving classification, splitting, information extraction, and scrapping from both structured and unstructured sources.- Won Quarterly award for increasing underwriting model performance and scaling the API.- Working on Underwriting Risk Dashboard, an AI to assess the risk involved in insuring a Property.key modules developed involved Integrating SOLAR search, Integration of dashboard with Google Maps, API for ETL property-related data, API to query FANHD, NLQ API for underwriters.- Got selected for working with Eagle labs from training batch

Guwahati Area, India

Indian Academy of Science's SRTF (Summer Research Training Program).Topic - Research on NER and RE in biomedical text Mentor - Dr. Ashish AnnandJob Responsibility - Improving the performance of the classifier, Comparision against BANNER, Resolving ambiguities, Experimenting with vector space, and embeddings.

Yupia

Was elected as convenor of Addovedi'16, tech fest NIT Arunachal Pradesh. Lead a team of 25 to conduct a successful tech fest. This tech-fest was particularly appreciated for the TechnoYuva event proposed by me where we went to local schools, conducted tech awareness workshops and programs, and made each one of them a part of our fest.

- Data Mining and Exploration for Sentiment Analysis of Large-Scale E-Commerce Product Reviews