Skip to content
View AaradhyaDT's full-sized avatar
😎
Dots are connecting now
😎
Dots are connecting now
16 followers · 18 following

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Highlights

Block or report AaradhyaDT

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
AaradhyaDT/README.md

Aaradhya Dev Tamrakar

Typing SVG

Portfolio LinkedIn Email

About

I build systems at the boundary of physical sensing, embedded Edge AI, OS-level execution, and agentic infrastructure — with a relentless focus on getting models out of notebooks into production hardware and reliable software pipelines.

Undergraduate Electronics, Communication & Information Engineer (BEI) at Kathmandu Engineering College (IOE, Tribhuvan University), graduating January 2027. Primary focus on Edge AI, real-time embedded firmware, Model Context Protocol (FastMCP) tooling, and deterministic verification.

Active Systems & Ecosystem

System Focus Core Stack Status
SPARK Wearable fall detection & Edge AI ESP32-S3 · FreeRTOS · INT8 CNN · TFLite Micro · IMU E4 Verified
BiasAperture Vision fairness & demographic bias audit AIF360 · Fairlearn · SHAP · FairFace · BCa Bootstrap E4 Verified
super-nlm Multi-account NotebookLM research hub FastMCP · Python · Playwright · SQLite · SSE Active Engine
SysOptimizer Win32 NT kernel memory optimization Python · C# · Win32 API · EmptyWorkingSet · WMI Active Tool
FastMCP Suite CAD/BIM & ecosystem MCP servers FastMCP · Python · Fusion360 · AutoCAD · Revit · ETABS Shipped
Alpha Super-App Modern modular Android super-app Kotlin · Jetpack Compose · Material 3 · DataStore In Progress

Selected Demonstrations

Project Highlights & Measured Metrics
SPARK Wearable Intelligence 18.5 KB INT8 CNN on ESP32-S3, 0.9185 AUC-ROC on SisFall dataset, 200 Hz FreeRTOS ISR sampling, zero-drift on-device inference
BiasAperture Vision Fairness Audited 126 demographic intersections with BCa bootstrap confidence intervals; automated DIR & Equalized Odds disparity detection
Gesture-Controlled Self-Balancing Robot Real-time PID balance control · MPU6050 complementary filter · MediaPipe hand tracking · DRV8825 · MATLAB hardware-in-the-loop (9.6/10 rating)
Text-to-SQL Agentic Pipeline 5-stage agentic workflow (Planner $\to$ Generator $\to$ Validator $\to$ Executor $\to$ Summarizer) achieving 100% accuracy on 50 questions
Telco Churn & CLV Ensemble Classification + CLV regression ensembles · SMOTE · Bayesian hyperparameter optimization · SHAP global & local explainability
Edge AI Stability System IMU-based kinematics classification · Edge Random Forest · FastAPI real-time telemetry stream (99.8% test accuracy)

Technical Toolchain

Domain Technologies
Languages Python 3.11+ · C / C++ (Embedded) · C# (.NET 10) · Kotlin · SQL (PostgreSQL) · VHDL · JavaScript / TypeScript
Embedded & Edge ESP32-S3 · ESP-IDF · FreeRTOS · TFLite Micro · Arduino · MPU-6050 · DRV8825 · Vivado / FPGA · Logic Analyzers
AI / ML & Fairness PyTorch · scikit-learn · XGBoost · AIF360 · Fairlearn · SHAP · SimPy · Bayesian Optimization · Joblib
Agentic & Protocols Model Context Protocol (FastMCP) · FastAPI · Win32 NT APIs · Docker · SQLite / PostgreSQL · WebCrypto
Mobile & Frontend Jetpack Compose · Material Design 3 · Svelte · Tailwind CSS · CameraX · MediaPipe
Workflow & Tooling Git · GitHub Actions · MATLAB · Jupyter · VS Code · LaTeX / Overleaf · CMake

Leadership & Fellowships

Role Organization Term
Fuse AI Fellow Fusemachines 2026 – Present
Vice Chair IEEE KEC KTM Student Branch 2026 – 2027
DataCamp Fellow · Cohort 2 Nepalese Society of Student Researchers (NSSR) 2026 – Present
Event Manager Electronics Project Club (EPC), KEC 2026 – Present
Makerspace Ambassador Kathmandu Engineering College 2026 – Present

graduating Jan 2027 · Systems & Edge AI · Embedded Hardware · Agentic Tooling

Pinned Loading

  1. BiasAperture BiasAperture Public

    Demographic vision fairness & bias audit across 126 intersectional bins with BCa bootstrap confidence intervals

    HTML 1 1

  2. Aaradhya-Dev-Tamrakar/super-nlm Aaradhya-Dev-Tamrakar/super-nlm Public

    Multi-account NotebookLM research automation hub & Model Context Protocol (FastMCP) server

    Python

  3. Aaradhya-Dev-Tamrakar/SPARK Aaradhya-Dev-Tamrakar/SPARK Public template

    Embedded INT8 Edge AI fall detection wearable on ESP32-S3 (18.5 KB quantized CNN, 0.9185 AUC-ROC, 200 Hz FreeRTOS ISR)

    Jupyter Notebook

  4. Gesture-Controlled-Self-Balancing-Robot Gesture-Controlled-Self-Balancing-Robot Public template

    Two-wheeled balancing robot with real-time PID control, MPU-6050, MediaPipe vision teleoperation & DRV8825 stepper drivers

    C++ 2 1

  5. Aaradhya-Dev-Tamrakar/brainstorm Aaradhya-Dev-Tamrakar/brainstorm Public template

    Evidence-backed infrastructure for orchestrating, synchronizing, verifying, and experimentally evaluating a multi-tool engineering ecosystem.

    HTML 2 1

  6. AaradhyaDT.github.io AaradhyaDT.github.io Public

    Living systems engineering portfolio & interactive 3D knowledge graph with client-side WebCrypto AES-256-GCM encryption

    HTML 1