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AaradhyaDT/README.md

Aaradhya Dev Tamrakar

Typing SVG

Portfolio LinkedIn Email

About

I build systems at the intersection of embedded hardware, machine learning, and production software — with a focus on getting models out of notebooks and into systems that actually work.

Currently exploring AI/ML, Edge AI, embedded systems, robotics, and intelligent software.

Active Work

Project Focus Stack Status
SPARK Wearable fall detection ESP32-S3 · TFLite Micro · SHAP · MQTT · IMU Building
BiasAperture Vision fairness & bias audit AIF360 · Fairlearn · SHAP · FairFace Submission-ready
Alpha Super-App Android super-app Kotlin · Compose · Material3 · DataStore In Progress
Nexus Personal AI OS React · FastAPI · SQLite · FTS5 In Progress
SysOptimizer Windows optimization Python · CustomTkinter · WMI · PyInstaller In Progress

Selected Work

Project What it demonstrates
Gesture-Controlled Self-Balancing Robot PID balancing · MPU6050 · MediaPipe · DRV8825 · MATLAB → real hardware
Text-to-SQL Agentic Pipeline Planner → Generator → Validator → Executor → Summarizer · 100% / 50 questions
Telco Churn Ensemble Random Forest · XGBoost · SMOTE · Bayesian HPO · SHAP
Telco Churn & CLV Classification + CLV regression · threshold optimization · automated reporting
Edge AI Stability IMU-based classification · Random Forest · FastAPI · 99.8% test accuracy

Stack

Area Technologies
Languages Python · C/C++ · Kotlin · SQL · VHDL · JavaScript
AI / ML scikit-learn · XGBoost · SHAP · TFLite · SMOTE · GridSearchCV · Bayesian Optimization · Joblib
Embedded / Edge ESP32-S3 · Arduino · MPU6050 · UART · FPGA · Vivado · DRV8825 · CNC Shield
Android Jetpack Compose · Material3 · CameraX · MediaPipe · DataStore · Apache POI
Backend / Deploy FastAPI · Docker · PostgreSQL · Streamlit · Papermill · Asyncio
Tools Git · GitHub · MATLAB · Jupyter · VS Code · LaTeX · Overleaf

Roles & Fellowships

Role Organization Period
Fuse AI Fellow Fusemachines 2026–Present
Vice Chair IEEE KEC KTM Student Branch 2026–2027
DataCamp Fellow · Cohort 2 NSSR 2026–Present
Event Manager Electronics Project Club, KEC 2026–Present
Makerspace Ambassador Kathmandu Engineering College 2026–Present

graduating Jan 2027 · ML/AI engineering · embedded systems · edge AI

Pinned Loading

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

    C++ 2 1

  2. fuseAiF_wk5_telco_churn_ensembles fuseAiF_wk5_telco_churn_ensembles Public

    Jupyter Notebook

  3. fuseAiF_wk3_text2sql fuseAiF_wk3_text2sql Public

    Python

  4. FuseAIF2026M1 FuseAIF2026M1 Public template

    HTML 1

  5. stability-ai-system stability-ai-system Public

    Edge AI Stability Detection System using RandomForest and FastAPI

    Python 1

  6. AaradhyaDT AaradhyaDT Public