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soumit jana

@soumitjana

Data Scientist at Bridges Data Services who developed DeepEval validators and rubric-based scoring for AI candidate assessments.

India
Message

At Bridges Data Services, I developed DeepEval validators for AI-driven candidate assessments, measuring bias, contextual accuracy, answer relevancy, and reasoning quality. I also designed a rubric evaluation system with detailed scoring criteria and validation layers to improve fairness and precision.

I built a PostgreSQL data warehouse and deployed APIs and webhook endpoints for analytics and evaluation workflows. In my current consulting role at Data and Analytics Services Pvt. Ltd., client-deployed at American Express, I reconcile enterprise data pipelines and validate ETL workflows during system enhancements and migrations.

Experience

Work history, roles, and key accomplishments

DL
Current

Consultant

Data and Analytics Services Pvt. Ltd.

Nov 2025 - Present (11 months)

Reconciled enterprise data pipelines against finance and operations reports, identifying root causes of data mismatches and driving resolution through structured stakeholder communication. Tested and validated automated ETL workflows during system enhancements and migrations.

Education

Degrees, certifications, and relevant coursework

Sardar Vallabhbhai National Institute of Technology logoST

Sardar Vallabhbhai National Institute of Technology

Integrated B.Sc. + M.Sc., Mathematics

2015 - 2020

Integrated B.Sc. + M.Sc. Mathematics (5-year program) from Sardar Vallabhbhai National Institute of Technology, Surat, from 2015 to 2020.

ES

Essar International School

Class XII

Completed Class XII at Essar International School, Surat.

IBM logoIB

IBM

Data Science Specialization, Data Science

Completed the Data Science Specialization offered by IBM on Coursera.

DataCamp logoDA

DataCamp

Cluster Analysis in Python, Cluster Analysis

Completed the Cluster Analysis in Python course on DataCamp.

DataCamp logoDA

DataCamp

Developing LLM Applications with LangChain, LLM Applications

Completed the Developing LLM Applications with LangChain course on DataCamp.

DataCamp logoDA

DataCamp

Introduction to Embeddings with OpenAI API, Embeddings

Completed the Introduction to Embeddings with OpenAI API course on DataCamp.

DataCamp logoDA

DataCamp

ChatGPT Prompt Engineering for Developers, Prompt Engineering

Completed the ChatGPT Prompt Engineering for Developers course on DataCamp.

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