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Viral SherathiyaVS
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Viral Sherathiya

@viralsherathiya

AI/ML Engineer at Pranshtech Solutions who designed a LangGraph insurance chatbot with hybrid LLM inference and RAG.

India
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At Pranshtech Solutions, I designed a LangGraph multi-agent insurance chatbot with hybrid local and cloud LLM inference, semantic retrieval, and fallback handling. I also built Tableau reporting and ETL workflows.

At Wappnet System Pvt Ltd, I built a PaddleOCR document extraction pipeline and developed a LangGraph workflow for restaurant ordering, payments, loyalty, and analytics. I deployed reporting workflows using AWS, Docker, and Linux.

At Nexuslink Services India Pvt. Ltd., I developed LLM and OCR chatbot solutions and built a hybrid Two-Tower recommendation engine using PyTorch, Transformers, and FAISS. I also improved SQL reporting and dashboard workflows.

My projects include Vibechat Smart POS, an agentic insurance chatbot, a short-video recommendation engine, and a computer vision attendance system. I’ve also worked on AI media generation and n8n social publishing automation.

Experience

Work history, roles, and key accomplishments

PS

Machine Learning Engineer

Pranshtech Solutions

Apr 2025 - Jul 2025 (3 months)

Designed a LangGraph multi-agent insurance chatbot and implemented hybrid local/cloud LLM inference for RAG with semantic retrieval and fallback handling. Built Tableau reporting and ETL workflows.

WL

Data Scientist

Wappnet System Pvt Ltd

Feb 2025 - Mar 2025 (1 month)

Built a PaddleOCR document extraction pipeline and developed a LangGraph agent workflow for restaurant ordering, payments, loyalty, and analytics. Deployed reporting workflows using AWS, Docker, and Linux.

NL

Data Scientist

Nexuslink Services India Pvt. Ltd.

Sep 2023 - Jan 2025 (1 year 4 months)

Developed LLM/OCR chatbot solutions and built a hybrid Two-Tower recommendation engine using PyTorch/Transformers and FAISS. Improved SQL reporting and dashboard workflows with AWS and Docker.

OI

Data Analyst

Online PSB Loans (OPL Innovate)

May 2022 - Jun 2023 (1 year 1 month)

Built Tableau and Power BI MIS dashboards for loan-application datasets. Automated ETL/reporting and optimized SQL data sources.

Education

Degrees, certifications, and relevant coursework

Jain University logoJU

Jain University

Data Science, Data Science

2021 - 2022

Completed a Data Science program at Jain University from October 2021 to September 2022.

Junagadh Agricultural University logoJU

Junagadh Agricultural University

B.Tech, Agricultural Engineering

2018 - 2021

Earned a B.Tech degree from Junagadh Agricultural University from July 2018 to June 2021.

Udemy logoUD

Udemy

Tableau for Beginners, Data Visualization

Completed the Tableau for Beginners course on Udemy.

FI

Fingertips

Data Science with Python Complete Course, Data Science

Completed the Data Science with Python Complete Course from Fingertips.

Technex, IIT BHU logoTB

Technex, IIT BHU

IoT in Agriculture, Internet of Things

Completed the IoT in Agriculture course at Technex, IIT BHU.

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