# vedansh kumar

vedansh kumar is a remote worker on Himalayas, AI Engineer at Sword, based in India.

Source: https://himalayas.app/@vedanshkumar

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

| Detail | Value |
| --- | --- |
| Availability | Open to opportunities |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 140k+ INR |
| Job categories | ML AI Engineer, Machine Learning Engineer, Generative AI Engineer, Software Developer |
| Skills | AI, Machine Learning, Generative AI, Agentic AI, Large Language Models, RAG, MLOps, Explainable AI, Document Intelligence, Computer Vision, Natural Language Processing, Named Entity Recognition, Banking AI Specialist, Categorize Transactions, Underwriting |

## About

```text
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

### AI Engineer (current)

Sword. May 2026 - Present

```text
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.
```

Skills: LLM, Agentic-AI, Tool-calling, MCP, RAG, Python

### Software Developer (AI/ML)

Xebia. Aug 2022 - May 2026

```text
Built compliance-grade Medical AI pipeline generating Rs. 2+ crores revenue, developed enterprise document intelligence platform, and engineered BFSI AI systems including transaction categorization and fraud detection. Mentored 8+ engineers and led technical interviews.
```

Skills: Python, TensorFlow, PyTorch, OpenCV, RAG, Lang-Chain, Stable-Diffusion, Thought-Machine, MongoDB, PostgreSQL, Airflow, MLFlow, Docker, Kubernetes, CI-CD

### Technical Trainee

Xebia. Oct 2021 - Aug 2022

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

Skills: Rasa, Kafka, Spring-Boot

### Team Lead

Packt. Jan 2021 - Jan 2021

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

Skills: NLU, NER, Chatbot

### Game Developer

CIACON. Sep 2020 - Dec 2020

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

Skills: Unity, Photon-Unity-Networking

### Robotics Engineer

Variety Innovation. Jan 2020 - Feb 2020

```text
Worked on collaborative robotics and industrial automation.
```

Skills: Robotics, Industrial-Automation

## Education

### Amazon Web Services

AWS Solutions Architect, Cloud Architecture

```text
Pursuing the AWS Solutions Architect certification.
```

### Microsoft

Azure AI Fundamentals, Artificial Intelligence

```text
Pursuing the Azure AI Fundamentals certification.
```

### SRM University

Bachelor of Technology, Computer Science (AI & Data Science). 2018 - 2022. Grade: 8.17/10

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

### Thought Machine

Thought Machine Vault Core Professional Analyst, Core Banking

```text
Completed the Thought Machine Vault Core Professional Analyst certification.
```

### Thought Machine

Thought Machine Professional Client Engineer, Core Banking

```text
Completed the Thought Machine Professional Client Engineer certification.
```

### Databricks

Databricks Generative AI Fundamentals, Generative AI

```text
Completed the Databricks Generative AI Fundamentals certification.
```

## Tech stack

- Kubernetes
- GitHub Actions
- Photon
- NumPy
- Pandas
- PostgreSQL
- MongoDB
- Node.js
- Spring Boot
- Unity
- Neo4j
- OpenCV
- Terraform
- React
- Python
- C#
- TensorFlow
- PyTorch
- MLflow
- scikit-learn
- AWS Lambda
- Git
- Docker
- SQL
- Amazon SageMaker
- XGBoost
- LangChain
- Weaviate
- Pinecone
- Stable Diffusion
- Faiss
- Rasa
- Apache Kafka

To contact vedansh, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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