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vedansh kumarVK
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vedansh kumar

@vedanshkumar

AI Engineer at Sword building an autonomous training agent that updates plans and learner records.

India
Message

At Sword, I'm building an autonomous agent that scans learner profiles, surfaces skill gaps, and personalizes training recommendations. It can also update plans, assign modules, and manage learner records through the organization’s CMS.

At Xebia, I built a compliance-grade Medical AI pipeline that generated Rs. 2+ crores in revenue in 3 months, extracting information from 10,000+ documents with 95%+ accuracy. I also developed a prompt version control framework with 200+ prompts and an enterprise RAG repository indexing 8,000+ documents.

I engineered XParser, a document intelligence platform sold for $100K+ per deployment to healthcare clients in the USA and Europe. Its OCR, computer vision, and LLM pipeline extracts text, tables, and images from unstructured documents.

My Xebia work also included banking AI, where I built transaction categorization that achieved 92% accuracy across 500K+ monthly transactions and implemented a decision-support engine that increased loan uptake by 25%. I’ve also worked on fraud detection, MLOps, and projects including an open-source document parser and an AI nutrition app.

Experience

Work history, roles, and key accomplishments

SW
Current

AI Engineer

Sword

May 2026 - Present (6 months)

Building an autonomous agentic AI system for corporate trainers, automating learner profile assessment and training plan creation. Engineering tool-use for direct actions on the organization's CMS.

XE

Technical Trainee

Xebia

Oct 2021 - Aug 2022 (10 months)

Built RASA conversational AI automating ~30% of support queries, worked on Kafka streaming and Spring Boot microservices.

PA

Team Lead

Packt

Jan 2021 - Jan 2021 (0 months)

Led a 6-member team building a COVID-19 NLU chatbot with NER, awarded Best Project.

CI

Game Developer

CIACON

Sep 2020 - Dec 2020 (3 months)

Developed a multiplayer Unity game with Photon networking for 50+ concurrent players.

VI

Robotics Engineer

Variety Innovation

Jan 2020 - Feb 2020 (1 month)

Worked on collaborative robotics and industrial automation.

Education

Degrees, certifications, and relevant coursework

Amazon Web Services logoAS

Amazon Web Services

AWS Solutions Architect, Cloud Architecture

Pursuing the AWS Solutions Architect certification.

Microsoft logoMI

Microsoft

Azure AI Fundamentals, Artificial Intelligence

Pursuing the Azure AI Fundamentals certification.

SRM University logoSU

SRM University

Bachelor of Technology, Computer Science (AI & Data Science)

2018 - 2022

Grade: 8.17/10

Pursued a Bachelor of Technology in Computer Science with a focus on AI and Data Science, achieving a CGPA of 8.17/10.

TM

Thought Machine

Thought Machine Vault Core Professional Analyst, Core Banking

Completed the Thought Machine Vault Core Professional Analyst certification.

TM

Thought Machine

Thought Machine Professional Client Engineer, Core Banking

Completed the Thought Machine Professional Client Engineer certification.

Databricks logoDA

Databricks

Databricks Generative AI Fundamentals, Generative AI

Completed the Databricks Generative AI Fundamentals certification.

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