Welcome to my portfolio

Hi, I'm Anugya Khadka

Transforming data into intelligence with cutting-edge AI solutions. Specializing in deep learning, NLP, and computer vision with 2+ years of production-focused experience.

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About Me

Get to know me better

Who I Am

Results-driven AI/ML Engineer with Master's degree in Artificial Intelligence and 2+ years of production-focused experience in deep learning, NLP, and computer vision. Proven expertise in training and fine-tuning transformer models, building end-to-end ML pipelines, and optimizing model performance at scale. Skilled in PyTorch, TensorFlow, and HuggingFace with hands-on experience deploying models in real-world applications.

Dallas, Texas
English (Fluent), Nepali (Native)
Open to: Relocation, Remote opportunities in AI/ML Engineering
2+
Years Experience
15+
Projects Completed
10+
Models Deployed
93%+
Accuracy Achieved

Technical Skills

Technologies I work with

Core ML Frameworks

PyTorchTensorFlowKeras

Deep Learning

CNNRNNTransformersAttention MechanismsGANsVision Transformers (ViT)

NLP & LLMs

Hugging Face TransformersBERTRoBERTaGPT modelsText ClassificationFine-tuningEmbedding Strategies

Computer Vision

OpenCVImage ClassificationObject DetectionSemantic SegmentationData AugmentationTransfer Learning

Data Tools

PandasNumPyScikit-learnMatplotlibSeabornXGBoostLightGBM

Programming Languages

Python (Expert)R (Intermediate)Bash/Shell Scripting

Additional Skills

Machine Learning

Supervised LearningUnsupervised LearningReinforcement LearningFeature EngineeringHyperparameter OptimizationModel EvaluationA/B Testing

Data Visualization

TableauPower BIGrafanaPrometheusKNIMEWekaRapidMiner

Backend & Web

DjangoDjango REST FrameworkPythonSQLPostgreSQLSQLite

Tools & Platforms

GitGitHubVS CodeAnacondaGoogle ColabPyCharmJupyter Notebook

Additional

Model DeploymentAPI DevelopmentData Pipeline DesignDocumentation

Professional Experience

My journey in the tech industry

Machine Learning Engineer Intern

Neelcamp

May 2025 – Aug 2025Dallas, TX
  • ▸Led transformer-based model development for text classification tasks: fine-tuned BERT and RoBERTa models achieving 93%+ F1 score on production dataset (50K+ samples)
  • ▸Optimized attention mechanisms through comprehensive research on embedding strategies, reducing inference latency by 28% while maintaining accuracy
  • ▸Built end-to-end ML pipeline: data preprocessing, feature engineering, hyperparameter tuning, validation, and model evaluation using PyTorch and HuggingFace Transformers

Python Developer

Omistics Technologies

Jan 2023 – Jul 2024Kathmandu, Nepal
  • ▸Built scalable Django REST API backend serving 10K+ daily requests, implementing authentication, caching strategies, and database optimization (PostgreSQL) reducing response latency by 22%
  • ▸Spearheaded R&D initiatives evaluating cutting-edge AI/ML frameworks and architectures for internal product integration; documented technical recommendations across 12+ research areas
  • ▸Conducted data analytics projects using Tableau, Weka, KNIME, and RapidMiner on diverse datasets (e-commerce, healthcare, IoT); generated 15+ actionable insights presented to non-technical stakeholders

Data Science Specialist

Treeleaf Technologies

May 2023 – Sep 2023Kathmandu, Nepal
  • ▸Developed comprehensive EDA pipeline using Python (Pandas, NumPy, Matplotlib, Seaborn) on 500K+ records, uncovering key feature correlations that improved downstream ML model accuracy by 18%
  • ▸Designed and deployed real-time monitoring dashboards using Grafana and Prometheus, tracking system performance KPIs for 5+ production services with alert thresholds reducing incident response time by 35%
  • ▸Created interactive Power BI visualizations for C-level stakeholders, enabling data-driven decision-making across 3 business units with 95%+ dashboard adoption rate

Technical Writing Specialist

Omistics Technologies

Apr 2022 – Dec 2022Kathmandu, Nepal
  • ▸Authored comprehensive technical documentation suite including API specs, user manuals, and troubleshooting guides following industry best practices
  • ▸Partnered with engineering teams to translate complex technical concepts into accessible documentation for diverse audience levels
  • ▸Implemented feedback loop from users, iteratively refining documentation reducing support tickets by 20%

ML Projects

Showcasing my AI/ML innovations

Automated Essay Grading System

Jan 2024 – Apr 2024

Developed end-to-end automated grading model comparing traditional ML algorithms vs. deep learning approaches

PyTorchHuggingFace TransformersPython+2 more
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Microplastic Particle Classification

Oct 2023 – Dec 2023

Built deep learning pipeline using VGG16, ResNet-50, and Vision Transformers for automated particle identification

PyTorchTensorFlowOpenCV+1 more
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NanoGPT: Language Model Hyperparameter Study

Aug 2023 – Oct 2023

Implemented character-level GPT model from scratch to study training dynamics

PyTorchPythonTransformer Architecture
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Music Streaming Application with Genre Classification

Jun 2023 – Aug 2023

Developed full-stack music streaming web app with integrated CNN-based music genre classifier

DjangoPyTorchCNN+2 more
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Unsupervised Data Mining in Heart Disease Dataset

May 2023 – Jul 2023

Applied association rule mining and clustering on UCI Heart Disease dataset

Pythonscikit-learnPandas
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Netflix Content Analysis & Stock Correlation Study

Apr 2023 – Jun 2023

Analyzed 8K+ Netflix titles and explored content diversity impact on stock performance

TableauPythonPandas+1 more
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Education & Achievements

My academic journey and accomplishments

Education

Master of Science in Artificial Intelligence

University of North Texas

Expected May 2026Dallas, TX

Relevant Coursework:

Deep LearningNatural Language ProcessingComputer VisionReinforcement LearningAdvanced ML Systems

Bachelor of Science in Computer Science & Information Technology (BSc CSIT)

Institute of Science and Technology, Tribhuvan University

2018–2023Kathmandu, Nepal

Certifications & Achievements

Hult Prize Innovation Challenge Finalist

Selected among top 10 teams for sustainability-focused tech solution

2021

Machine Learning using Python Programming

2022

Data Science Professional Certificate

2022

Introduction to Packet Tracer Networking

2021

Python Skill Development Workshop

2021

Get In Touch

Let's discuss how we can work together on AI/ML projects

Let's Connect!

I'm always excited to discuss new opportunities in AI/ML engineering, data science projects, or innovative tech collaborations. Feel free to reach out through any of the channels below.

Email

anugyakhadka234@gmail.com

Phone

+1 (940) 977-6893

Location

Dallas, Texas

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