def forward(self, x):
  x = F.relu(self.fc1(x))
  x = F.relu(self.fc2(x))
  return self.fc3(x)
loss = criterion(output, target)
loss.backward()
optimizer.step()
Hi there, I'm Bibek Dhungana

Transforming

BugsFeatures

DataInsights

I am a

I build full-stack solutions, uncover patterns with data science, and create intelligent systems with AI.

2026-04-17 04:12:32
Interactive terminal live

Type help to get started

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dhunganabibek
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Skills & Expertise

Skills & Expertise

Languages, infra, and ML tools I reach for when something has to ship.

Core competencies

Programming

90% overall

Frontend

95% overall

Backend

85% overall

Data

90% overall

DevOps

85% overall

AI

80% overall

Domains

Programming Languages

8 skills · Domain proficiency 90%

Python

95%

TypeScript

90%

JavaScript

90%

C#

90%

Java

90%

C++

80%

C

80%

Rust

60%
Creative Projects

Creative Projects

Explore my portfolio of innovative solutions spanning web development, data science, and artificial intelligence.

ResearchTeam

githubfullstack

An open-source academic collaboration platform designed to streamline grant discovery and interdisciplinary team formation. Built to tackle funding fragmentation, it features AI-assisted grant matching, secure team workspaces, and a global research feed to help principal investigators and researchers advance science together.

Next.jsFastAPIAWSAurora PostgreSQLPython

StreamCab

githubai

An end-to-end real-time machine learning pipeline that transforms raw historical parquet data into a live event stream. It leverages Kafka and PySpark for data processing, applies an XGBoost model for fare and tip predictions, and serves insights through an interactive Streamlit dashboard.

PythonApache KafkaPySparkXGBoostStreamlit+1 more

The Philosophical Computer – Creative Reasoning System

githubai

A fully local RAG system that turns dense CS papers into concise, human-readable philosophical writing while keeping the technical core intact. Uses chunked document ingestion, HuggingFace embeddings stored in ChromaDB, and locally-hosted LLMs via Ollama to retrieve relevant passages and generate creative reinterpretations without any external API calls.

OllamaChromaDBHuggingFace EmbeddingsPythonLangChain+1 more

Intelligent Apparel Classification System

githubai

An end-to-end vision app that classifies clothing images in real time using a custom PyTorch model, a FastAPI backend for inference, and a React frontend for live camera capture. Trained on Fashion-MNIST with custom augmentation, the pipeline handles image preprocessing, model prediction, and result display with sub-second latency.

PythonPyTorchFastAPIOpenCVReact+1 more

RAG-Based Agentic System

githubai

A retrieval-driven assistant that combines embeddings, reranking, and LLM reasoning to answer queries grounded in source documents. The system ingests documents into a vector store, retrieves the most relevant chunks using semantic search, applies a reranking step for precision, and feeds the result into a language model to produce accurate, citation-backed responses.

PythonPyTorchLangChainVector DatabasesHugging Face+1 more

Open Market Hub

githubfrontend

A marketplace platform for listing, searching, and transacting products with a focus on speed, clarity, and day-to-day usability. Features include advanced search with filters, user authentication, product CRUD, responsive grid layouts, and CI/CD via GitHub Actions for automated testing and deployment.

ReactCSS ModuleMaterial UITypescriptGitHub Actions

Open Market Hub API

githubbackend

A RESTful API built with Spring Boot to power the Open Market Hub marketplace. Handles user authentication, product catalog management, order processing, and payment flows. Uses Hibernate ORM with MySQL for data persistence, Swagger for interactive API documentation, and follows layered architecture patterns for clean separation of concerns.

Spring BootHibernateMySQLSwagger
Education

Education

Explore my academic background and key learnings.

Vanderbilt University

M.S. & Ph.D. in Computer Science — Artificial Intelligence & machine learning

August 2025Present
Nashville, Tennessee, USA
GPA: 4.0/4.0Graduate Research AssistantMachine Learning, Artificial Intelligence,

Texas Tech University

Bachelor of Science in Computer Science, Minor in Mathematics

Jan 2019May 2023
Lubbock, Texas, USA
GPA: 3.9/4.0Summa Cum Laude
Professional Journey

Professional Journey

Explore my career path spanning full stack development, research, and data science

August 2025Present

Research Assistant/Teaching Assistant

Vanderbilt University

Nashville, Tennessee
Healthcare TechMicroservicesReal-time Data Streaming
AWSPythonSimulationOptimization

Role Description

  • Research assistant in the Simulation, Optimization, and Learning (SOL) Lab, working under the supervision of Dr. David Hyde.
  • Teaching assistant for the Algorithms (CS 3250) course, grading assignments, and holding office hours.

Stack & Tooling

AWSPythonSimulationOptimization
July 2024July 2025

.NET Full Stack Developer

St. Jude Children's Research Hospital – ALSAC

Memphis, Tennessee
Healthcare TechMicroservicesReal-time Data Streaming
React.NETAWSEntity FrameworkSQL Server+9
June 2023June 2024

Software Engineer

AGCO (Precision Planting)

Bloomington, Illinois
AgTechWeb ScrapingAPI DevelopmentMobile Notifications
ReactTypescriptNodeJSAWSExpress+6
June 2022May 2023

Software Engineer Intern

Heavy Construction Systems Specialists (HCSS)

Houston, Texas
Construction TechAPI DevelopmentCI/CD PipelinesDeveloper Tools
.NETReactNodeJSAzurePostgreSQL+3
January 2021January 2022

Research Assistant

Mobility Automation Lab

Lubbock, Texas
RoboticsComputer VisionSLAMAutonomous Systems
PythonOpenCVNumPySciPyMatplotlib+8
May 2021August 2021

Software Intern

NSF I-Corps Program

Lubbock, Texas
Research CommercializationFull Stack DevelopmentCustomer DiscoveryUI/UX Design
SpringSpring BootHibernateMySQLAngular+8
Professional Certifications

Professional Certifications

Industry-recognized credentials validating my expertise in cloud computing, infrastructure, and software development.

AWS Certified Solutions Architect

Amazon Web Services · December 2024

AWSCloud ArchitectureEC2S3+4

This certification validates expertise in designing and deploying scalable systems on AWS. It covers a wide range of AWS services and best practices.

Issued: December 2024Expires: December 2027
Verify Credential

AWS Certified Developer Associate

Amazon Web Services · December 2024

AWSServerlessLambdaDynamoDB+3

This certification demonstrates proficiency in developing, deploying, and debugging cloud-based applications using AWS.

Issued: December 2024Expires: December 2027
Verify Credential

HashiCorp Certified: Terraform Associate

HashiCorp · June 2025

TerraformInfrastructure as CodeCloud ProvisioningResource Management+1

This certification validates your expertise in Terraform, showcasing your ability to design, implement, and manage infrastructure as code solutions from the ground up.

Issued: June 2025Expires: June 2028
Verify Credential

AWS Cloud Practitioner

Amazon Web Services · November 2023

AWS FundamentalsCloud ConceptsSecurityPricing+1

This entry-level certification covers the fundamentals of AWS cloud, including its global infrastructure and basic architectural principles.

Issued: November 2023Expires: November 2026
Verify Credential
Get In Touch

Get In Touch

I'd love to hear from you!

Quick Connect

Have a role or project in mind? Use the form or reach out directly.

dhunganabibek2015@gmail.com

Nashville, Tennessee · 832-310-6869

Send Me a Message

About Me

About Me

Discover my journey as a developer and data enthusiast.

I'm a passionate developer who transforms ideas into robust, scalable solutions through clean code and data-driven decisions. Whether it's designing modern frontends, engineering performant backends, or extracting insights from data, I bring full-stack versatility with a problem-solving mindset.

My passion also extends to data science—cleaning data, building ML models, and using Python tools like Pandas, Scikit-learn, and PyTorch to turn raw data into smart decisions. Whether it's transforming raw data into actionable insights, building predictive models, or visualizing trends, I love using data to tell compelling stories and solve real-world problems.

Outside of work, I enjoy tennis and exploring the latest in AI, DevOps, and systems design. My mission? To build secure, intelligent, and impactful software that scales.

I thrive in collaborative environments where problem-solving, creativity, and curiosity come together. Let's connect and build something extraordinary!