# Nikhil Pratap Singh

Nikhil Pratap Singh is a remote worker on Himalayas, AI Software Engineer at Kalpit Ltd, based in India.

Source: https://himalayas.app/@nikhilpratapsingh3

```text
AI Software Engineer at Kalpit Ltd building production LLM and RAG pipelines with evaluation harnesses and guardrails.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 872k+ INR |
| Job categories | Artificial Intelligence Engineer, Machine Learning Engineer, Computer Vision Engineer, AI Trainer |
| Skills | Large Language Models, RAG, Generative AI, Agentic AI, Multi Agent Systems, LLM Evaluation, Guardrails AI, Prompt Engineering, Machine Learning, Deep Learning, Computer Vision, OCR, Natural Language Processing, Voice AI, Speech to Text |
| Portfolio | https://ambedkargpt.in/bhimradio |
| LinkedIn | https://linkedin.com/in/nikhil-pratap-singh21 |
| GitHub | https://github.com/Nickfuse21 |

## About

```text
At Kalpit Ltd, I architect production LLM and RAG pipelines for enterprise SaaS operations, with evaluation harnesses and deterministic guardrails for reliable outputs.

At Infinity Assurance Solutions Private Limited, I deployed document-processing services and built a pipeline spanning 15+ vendor formats, reaching about 90% extraction accuracy. I also fine-tuned computer vision models for smartphone damage detection and automated data preparation and retraining workflows.

On Bheem Radio, I built a real-time AI news voice agent that uses RAG to fetch current context and delivers spoken bulletins with Whisper and Sarvam AI. I also built SanskritRAG, a question-answering system over a 1,000+ document corpus, and an autonomous operations system with human approval for high-impact actions.
```

## Experience

### AI Software Engineer (current)

Kalpit Ltd. Sep 2026 - Present

```text
Architected and scaled production LLM & RAG pipelines for enterprise SaaS operations, building automated evaluation harnesses and deterministic guardrails. Engineered backend automation tools and containerized FastAPI microservices with Docker.
```

Skills: Python, SQL, fastAPI, Docker, LLM, RAG, REST-APIs, JSON, Logging, Error-Handling

### Software Engineer (AI & ML)

Infinity Assurance Solutions Private Limited. Mar 2026 - Jul 2026

```text
Deployed and fine-tuned production AI/ML and LLM document processing services using Python, FastAPI, and Azure, cutting manual processing time by ~40%. Built a document intelligence pipeline covering 15+ vendor formats and developed smartphone damage detection systems.
```

Skills: Python, fastAPI, Azure, LLM, OpenCV, OCR, CNN, Object-Detection, Data-Preparation, Model-Retraining

### AI Trainer

Outlier. Aug 2025 - Jan 2026

```text
Evaluated and debugged LLM-generated code across Python, C++, and SQL, verifying correctness, execution, and algorithmic complexity. Reviewed model solutions to data structures and algorithms problems and rewrote them into optimized implementations.
```

Skills: Python, C++, SQL, Code-Review, Debugging, Data-Structures, Algorithms

## Education

### Lovely Professional University

Bachelor of Technology, Computer Science and Engineering. 2022 - Present

```text
Pursuing a B.Tech in Computer Science and Engineering, expected to complete in July 2026.
```

### Alakshya Public School

Intermediate, PCM. 2019 - 2021. Grade: 79%

```text
Completed Intermediate (PCM) with 79%.
```

### Glorious Academy

Matriculation, General. 2018 - 2019. Grade: 82.2%

```text
Completed Matriculation with 82.2%.
```

## Tech stack

- Microsoft Azure
- NumPy
- Pandas
- MySQL
- PostgreSQL
- MongoDB
- OpenCV
- Python
- C++
- PyTorch
- scikit-learn
- FastAPI
- Gemini
- TypeScript
- Git
- Docker
- SQL
- LangChain
- Guardrails AI
- Claude
- REST APIs

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

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