# Richard Limbu

Richard Limbu is a remote worker on Himalayas, Django Intern at Sajilo Life Pvt. Ltd., based in Nepal.

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

```text
I build RAG chatbots, deep learning models, and Python web applications.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Nepal |
| Authorized to work in | Nepal |
| Salary expectations | 30k+ USD |
| Job categories | Machine Learning Engineer, Backend Engineer, Data Analyst, Deep Learning Engineer, NLP Engineer |
| Skills | Python, PyTorch, scikit learn, Pandas, NumPy, Lang Chain, RAG, Embeddings, LLM APIs, fastAPI, Django, MySQL, PostgreSQL, MongoDB, Faiss, GitHub Actions, Streamlit Cloud, Git, Natural Language Processing, Generative AI, Machine Learning, Deep Learning, Hugging Face, Groq API, Jinja2, Django Allauth, Django ORM, Streamlit, ResNet18, ImageNet, WeightedRandomSampler, ViT, OpenVoice, Matplotlib, SeaBorn, Data Cleaning, Statistical Testing, Correlation |

## About

```text
I've built and deployed RAG chatbots that answer questions over uploaded and local PDF collections, using LangChain, FAISS, Hugging Face embeddings, Groq APIs, and FastAPI.

My conversational PDF system supports history-aware retrieval, standalone query rewriting, isolated session histories, and Streamlit Cloud deployment. I also built a medical question-answering application with a Jinja2 chat interface.

I fine-tuned ResNet18 on the HAM10000 skin-lesion dataset, reaching 84.2% validation accuracy across seven classes. I built a Streamlit interface that returns per-class confidence scores for uploaded images.

At Sajilo Life Pvt. Ltd., I developed dynamic Django pages, authentication and authorization with Django Allauth, and CRUD functionality using Django models and ORM. I've also worked on Nepali voice cloning and exploratory data analysis projects.
```

## Experience

### Django Intern

Sajilo Life Pvt. Ltd.. May 2025 - Aug 2025

```text
Developed dynamic web pages with Django templates and MVT architecture. Implemented user authentication and authorization using Django Allauth, and built CRUD functionality using Django models and ORM.
```

Skills: Django, Django-ORM, Django-Allauth, HTML, CSS, Python

## Education

### Khwopa College of Engineering

Bachelor of Computer Engineering, Computer Engineering. 2021 - 2025

```text
Bachelor of Computer Engineering degree from Khwopa College of Engineering, Bhaktapur, Nepal, completed in 2025.
```

## Tech stack

- GitHub Actions
- NumPy
- Pandas
- MySQL
- PostgreSQL
- MongoDB
- Django
- Python
- PyTorch
- scikit-learn
- Streamlit
- FastAPI
- Git
- Hugging Face
- LangChain
- Faiss
- Seaborn
- Matplotlib

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

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