# Girisha Malni N

Girisha Malni N is a remote worker on Himalayas, Undergraduate Research Intern at Carleton University, based in India.

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

```text
AI developer at DitchCarbon who built ESG document pipelines and graph-based RAG for climate intelligence.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 1038k+ INR |
| Job categories | AI Developer, Machine Learning Engineer, Research Intern, Agentic AI Developer |
| Skills | RAG, Agentic AI, Machine Learning, Quantum Machine Learning, Natural Language Processing, Computer Vision, graph algorithms, ESG Intelligence, PDF Parsing, Qiskit, Quantum Fisher Information Matrix Analysis, Variational Quantum Circuits, Python, Java, R |
| Portfolio | https://portfolio-girishamalni.vercel.app |
| LinkedIn | https://linkedin.com/in/girisha-malni-n |
| GitHub | https://github.com/Girisha-Malni-builds01 |

## What I'm looking for

```text
I’m interested in bridging theoretical AI principles with robust, scalable software architectures and production-grade pipelines, especially across RAG, agentic AI, and classical machine learning.
```

## About

```text
At DitchCarbon, I built end-to-end PDF parsing pipelines that turn unstructured ESG metrics into structured schemas. I also used discourse graphs and hyperRAG structures to model claim-evidence relationships in corporate reports.

At Carleton University, I developed a graph-based RAG system for ESG climate intelligence. I also co-developed FRV-RAG, which raised Recall@10 to 0.7275 compared with 0.6001 for vanilla RAG.

For my QFIM-guided quantum classification research, I built a 4-qubit variational quantum classifier in Qiskit for breast cancer diagnosis. I used exact QFIM analysis and benchmarked Quantum Natural Gradient against Adam, SPSA, and COBYLA.

I’m a Computer Science and Engineering undergraduate exploring RAG, agentic AI, and machine learning. I’m interested in connecting AI research with robust software systems and production-grade pipelines.
```

## Experience

### Undergraduate Research Intern

Carleton University. Feb 2025 - Jul 2026

```text
Developed a graph-based RAG system for ESG climate intelligence on corporate reports for large-scale sustainability analysis. Contributed to QFIM-Guided Variational Quantum Prototype Learning and co-developed FRV-RAG, a memory-aware RAG framework.
```

Skills: RAG, Graph-Based-Systems, ESG, Qiskit, Quantum-Computing, QFIM, Python

### AI Developer

DitchCarbon. Dec 2025 - Jan 2026

```text
Built end-to-end PDF parsing pipelines to extract unstructured ESG metrics into structured schemas. Used discourse graphs and hyperRAG structures to model complex claim-evidence relations for high-order reasoning across corporate reports.
```

Skills: PDF-Parsing, ESG, Discourse-Graphs, HyperRAG, Python

### Summer Outreach Participant

ACM India, JUIT. Jun 2025 - Jun 2025

```text
Selected as one of 48 participants across India for cohorts on Quantum Computing Algorithms, Quantum Circuits, and emerging technologies through the ACM Chapter.
```

Skills: Quantum-Computing, Quantum-Circuits, Algorithms

### Agentic AI Developer

Chakril Apps. Apr 2025 - May 2025

```text
Developed Python scripts and CrewAI agent crews for SEO automation in a digital marketing project.
```

Skills: Python, Crew-AI, SEO, Automation

## Education

### Velammal College of Engineering and Technology

Bachelor of Engineering, Computer Science and Engineering. 2023 - Present. Grade: 8.5/10.0

```text
Pursuing a Bachelor of Engineering in Computer Science and Engineering with a CGPA of 8.5/10.0.
```

### Oxford Matriculation Higher Secondary School

Higher Secondary Education, General Studies. 2020 - 2022. Grade: 93%

```text
Completed Higher Secondary Education (12th) with 93% and Secondary Education (10th) with 97.5%.
```

## Tech stack

- Selenium
- NumPy
- Pandas
- MySQL
- MongoDB
- Node.js
- OpenCV
- React
- Python
- Java
- MATLAB
- TensorFlow
- PyTorch
- Flask
- FastAPI
- Git
- Docker
- BeautifulSoup
- CUDA
- Hugging Face
- Qdrant
- LangChain
- Weaviate
- Pinecone
- CrewAI
- Qiskit
- LangGraph
- Sentence Transformers
- Retrieval-Augmented Generation (RAG)
- Apache Kafka
- REST APIs

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

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