Hi, I'm Deepa Khanal

About Me

Crafting Intelligent Solutions

Deepa Khanal is an AI Engineer with hands-on experience in machine learning, document intelligence, and scalable web platforms. This website is the official portfolio of Deepa Khanal, showcasing professional projects and experience.

Currently at Vision CoreInfinity, Deepa Khanal builds production-ready ML systems that solve complex challenges across multimodal AI, document intelligence, and vision-language models.

0%

Response Relevance

0

Recall@10

0%

Latency Reduction

3+

Years Exp

Multimodal AI
Document Intelligence
ML Pipelines
Deep Learning

B.Sc. Computer Science & IT

Tribhuvan University • 2019 - 2024

DBMSStatisticsMathOSDSAAI/ML

AI Research Engineer

Vision CoreInfinity • Remote, Australia

Experience

Professional
Journey

Building intelligent systems across startups and research labs.

Jan 2025 — PresentCurrent

AI Research Engineer

Vision CoreInfinityRemote, Australia

Leading research and development of multimodal AI systems and vision-language models. Building scalable intelligent solutions for complex enterprise challenges.

Multimodal AIComputer VisionResearch
Jun 2024 — Nov 2024

AI Developer

Applied NLP & Multimodal Systems

SharelookSingapore

Contributed to an LLM-driven educational assistant reaching 88% response relevance. Implemented semantic indexing (Recall@10 = 0.81) and integrated text-to-image generation for educational content.

88%

Relevance

0.81

Recall@10

47%

Latency Red.

LLMsSemantic SearchText-to-ImageMultimodal AI
Sep 2023 — Dec 2023

AI/ML Intern

Data & Generative AI

Prixa TechnologyLalitpur, Nepal

Built preprocessing workflows reducing data cleaning time by 40%. Developed generative AI extraction system for Nepali documents achieving 91% accuracy.

40%

Faster

91%

Accuracy

0.89

F1 Score

PythonPandasGenerative AINLP
Projects

Selected Work

A collection of projects showcasing expertise in machine learning, computer vision, and NLP

Final-Year Research

ASL Recognition System

CNN-based gesture recognition trained on 13,000 images across 26 ASL hand gesture classes with documented failure mode analysis.

92.6%

Accuracy

0.90 F1
PyTorchCNNComputer Vision

Sharelook — Multimodal AI

Multimodal Educational Content

Integrated text-to-image generation for educational content, achieving 85% alignment approval across 1200 evaluated samples.

85%

Alignment

1200 samples
Text-to-ImageGenerative AIMultimodal Systems

ResNet50 Implementation

Transfer Learning Classifier

Fine-tuned ResNet50 for 10-category classification comparing frozen vs fine-tuned strategies with systematic error analysis.

93.4%

Accuracy

+2.1%
TensorFlowResNet50Transfer Learning

Sharelook — LLM Integration

Educational AI Assistant

LLM-driven educational assistant with semantic indexing achieving 88% response relevance and 0.81 Recall@10.

88%

Relevance

MRR 0.67
LLMsRAGSemantic SearchNLP
Skills

Core Expertise

Specialized in building production-ready AI systems with measurable impact

Multimodal AI0%
Document Intelligence0%
Computer Vision0%
NLP & LLMs0%
ML Evaluation0%

Technical Stack

Languages & Frameworks

PythonPyTorchTensorFlowNumPyPandasScikit-learn

Machine Learning

Deep LearningCNNsTransfer LearningNLPEmbeddingsLLMs

Data & Search

Vector DatabasesSemantic SearchOpenSearchRAGData Pipelines

Tools & Cloud

AWSGitDockerStreamlitJupyterMLflow
Contact

Let's work

together

I'm always interested in discussing new research opportunities, collaborations, or innovative AI projects. Feel free to reach out!

Kathmandu, NepalAvailable for remote work