CURRICULUM VITAE

CURRICULUM
VITAE

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Experience

Aug 2023 – Present
Murfreesboro, TN
Graduate Research Assistant
Middle Tennessee State University (MTSU)
  • ☽Year 1: Built autonomous vehicle simulation (CARLA/DQN), CNN for Alzheimer's classification, fNIRS mental workload detection, crypto price prediction, MPI4Py preprocessing optimization, and ICU length-of-stay prediction
  • ☽Year 2: Built VulnFusion and QuadraCode AI for smart contract vulnerability detection, multimodal cervical cancer detection, and stress analysis from chest-worn sensors
  • ☽Year 3: Built RBBD federated learning backdoor defense, benchmarked big data frameworks, and studied blockchain in gaming ecosystems
Feb 2018 – March 2022
Pokhara, Nepal
Data Analyst
Urja Tech
  • ☽Led data analysis projects that improved operational efficiency
  • ☽Built SQL databases and Tableau dashboards that improved decision-making
  • ☽Used statistical methods and predictive modeling for business forecasting

Skills

Languages
PythonJavaScriptTypeScriptC/C++SQLSolidityHTML/CSSLaTeX
Frameworks & Libraries
ReactNext.jsNode.jsTensorFlowPyTorchPySparkApache AirflowHugging Face
Cloud & Tools
AWS (SageMaker, Lambda, S3)Google CloudSupabaseAlteryxPower BIMongoDBFirebaseGit
Research Domains
Federated LearningBlockchain SecurityComputer VisionNLPPrivacy-Preserving MLBig DataCybersecurity

Projects

01
Cera Dental Clinic Website
Full production website for a dental clinic in Pokhara, Nepal. Features glassmorphism navigation, Bento grid service catalog, Framer Motion animations, FAQ accordion, doctor profiles, patient reviews, and a mobile floating CTA bar.
Next.jsTailwind CSSFramer Motion
02
Personal Finance Dashboard
Comprehensive personal finance tracker with transactions, installments, monthly bills, bonus tracking, and credit card management. Backed by Supabase.
Next.jsSupabaseTypeScript
03
Academic Tracker
Full-stack grade tracker with AI syllabus extraction, live grade calculator, and animated progress visualization per course.
Next.jsSupabaseGroq AI
04
I-140 Insights
Tracks USCIS I-140 immigration cases across all service centers by enumerating receipt numbers, with automated scraping and analytics dashboard.
FastAPIReactPostgreSQL
05
Edge-Case Backdoor Detection (RBBD)
Representation-based defense framework for federated learning, reducing attack success rates below 15%.
Federated LearningSecurityPyTorch
06
Privacy-Preserving Environmental Monitoring
Federated learning framework using satellite imagery for deforestation detection, achieving 0.85 IoU.
Federated LearningComputer VisionUNet
07
Federated Fine-Tuning of LLMs (FED-LLM)
Privacy-preserving fine-tuning of large language models across distributed clients using federated learning. Evaluates communication efficiency, data heterogeneity, and model convergence without centralizing training data.
Federated LearningLLMsPyTorch
08
Cloud Fake News Detection
Serverless AWS solution (BERT/LSTM) with 94.9% accuracy and low latency.
NLPAWSBERT
09
Credit Card Fraud Detection
PySpark/Airflow batch system achieving 94.9% accuracy with imbalanced data.
PySparkAirflowML
10
VulnFusion / QuadraCode AI
Multimodal transformer fusing Source Code, Opcode, and Bytecode for smart contract vulnerability detection.
BlockchainMultimodalSecurity
11
Physiological Stress Detection
ML models (KNN, SVM, XGBoost) from chest-worn sensors improving stress detection accuracy by 18%.
MLHealthcareSensors
12
AI Consulting Platform
Next.js/Node.js platform reducing client onboarding time by 35%.
Next.jsNode.jsAI
13
Marketing Analytics Dashboard
Alteryx, Power BI, SQL integration increasing campaign ROI by 22%.
Power BIAlteryxSQL

Courses Taken

No courses found.

Talks & Presentations

2025
IEEE TPS / CIC 2025
Pittsburgh, PA

RBBD: A Representation-Based Framework for Edge-Case Backdoor Defense in Federated Learning

IEEE AIIoT 2025
Seattle, WA

Privacy Meets Conservation: Federated Learning's Revolution in Deforestation Detection

IEEE CCWC 2025
Las Vegas, NV

A Big Data Optimization Comparison Using Apache Spark and Apache Airflow

IEEE CCWC 2025
Las Vegas, NV

Chain Your Loot: Implementing Blockchain Into Gaming Loot Box Markets

2024
ICCCN 2024

QuadraCode AI: Smart Contract Vulnerability Detection with Multimodal Representation

IEEE AIIoT 2024
Seattle, WA

Scalable Multimodal Machine Learning for Cervical Cancer Detection

ACR 2024
Madrid, Spain

Comparative Study of Real-Time and Batch Processing Approaches in ML-Based Fraud Detection

2023
IEEE Big Data 2023
Sorrento, Italy

Using the CARLA Simulator to Train A Deep Q Self-Driving Car

ACM Mid-Southeast 2023
Gatlinburg, TN

GAN-Based Data Augmentation for Chest X-ray Classification in Lung Disease Diagnosis

ACM Mid-Southeast 2023
Gatlinburg, TN

Empowering AI's Trust and Big Data Resources in Healthcare Industry with Blockchain

IEEE SPMB 2023

Improved Prediction of Classification of the Alzheimer's Disease with Convolutional Neural Network