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Raju
Bahardar

Final-year Electrical Engineering student at Pulchowk Campus, IOE — building at the intersection of power systems, deep learning, and embedded hardware to solve real engineering problems in Nepal.

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82.36%

Academic Score (up to Sem 6)

ML & Engineering Projects

Workshops Conducted

2🏆

Competition Awards

Lalitpur, Nepal

Who I Am

Engineering meets Intelligence

I'm an electrical engineering student passionate about applying machine learning and AI to real-world power systems and hardware challenges. From building 1D-CNN pipelines for motor fault detection to simulating virtual inertia control on IEEE grid models, I work across the full stack — from raw sensor data to deployed dashboards.

Based at Pulchowk Campus, IOE, Tribhuvan University in Lalitpur — Nepal's premier engineering institution — I've mentored students in PCB design, IoT systems, and AutoCAD Electrical, while competing in national energy hackathons and winning recognition for power electronics work.

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Institution

Pulchowk Campus, IOE · Tribhuvan University

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Location

Lalitpur, Nepal

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Degree

Bachelor in Electrical Engineering

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Focus Areas

Power Systems · AI/ML · Embedded Systems

Academic Background

Education

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Bachelor in Electrical Engineering

Pulchowk Campus, Institute of Engineering (IOE), Tribhuvan University · Lalitpur, Nepal

Score: 82.36% (up to 6th semester) Nov 2023 – Present

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Grade 12 (NEB)

Orchid College · Biratnagar, Morang, Nepal

GPA: 3.59 / 4.0

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Secondary Education Examination (SEE)

Jeevan Bikas Public School · Dhanpalthan, Morang, Nepal

GPA: 3.95 / 4.0

What I Work With

Technical Skills

🤖

Programming & ML

Python PyTorch Scikit-learn XGBoost 1D-CNN LSTM Pandas NumPy C C++

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Power Engineering

Power System Analysis Control Systems Circuit Design SLD SCADA Virtual Inertia

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Hardware & Embedded

ESP8266 / ESP32 Arduino PCB Design Proteus ARES Soldering

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Software & Tools

MATLAB/Simulink AutoCAD Electrical Dialux OpenCV Flask Git

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Analytical Skills

Signal Processing Numerical Methods PID Control Modal Analysis Fault Studies

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Languages

Nepali English Hindi Maithili

What I've Built

Featured Projects

☀️

Completed

Solar PV Power Generation Forecasting

Data-driven framework predicting AC/DC power output using weather telemetry. Benchmarked 6 models including Linear Regression, XGBoost, ARIMA, and LSTM. Deployed as an interactive simulation dashboard.

PythonXGBoostLSTMScikit-learnPandas

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Ongoing

Deep Learning Motor Fault Detection

1D-CNN framework processing mobile accelerometer telemetry for real-time electric motor fault diagnosis across 4 classes: No Fault, Eccentricity, Broken Bar, and Bearing. Collaborating with Dr. Bishal Silwal at Pulchowk.

PythonPyTorch1D-CNNSignal Processing

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Capstone

Synchronverter-Controlled Grid-Connected Solar PV

Simulating and validating frequency stability comparing Baseline, VSG, and Synchronverter configurations on IEEE 9-bus and 39-bus systems. Covers modal analysis, RoCoF, frequency nadir, and virtual inertia control.

MATLABSimulinkPower SystemsVSG

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Completed

Real-Time Computer Vision Pipeline

Real-time signal and image processing pipeline using SVM for feature extraction with Haar Cascades. Optimized preprocessing routines for minimal computational latency in live sensor feeds.

PythonOpenCVHaar CascadesSVM

🎛️

Completed

PID Controller Optimization via PSO

Optimized PID controller parameters using Particle Swarm Optimization (PSO) for enhanced dynamic system stability. Minimized overshoot, settling time, and steady-state error; validated in MATLAB/Simulink.

MATLABSimulinkPSOControl Systems

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Completed

Predictive Real Estate Valuation Model

Multivariable linear regression model with outlier filtering and dimensionality reduction for property price prediction. Analysed complex feature correlations to improve algorithmic accuracy.

PythonScikit-learnPandasMatplotlib

Giving Back

Mentorship & Workshops

🖥️

2027

Electrical Design Workshop Instructor

LOCUS 2027, IOE Pulchowk

Led a 6-day workshop covering AutoCAD Electrical, illumination design, point wiring, cable & DB sizing, SLD, and Dialux — guiding participants through portfolio-ready capstone documentation.

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Jun 2025

PCB Design & Fabrication Workshop Mentor

Electrical Club, IOE Pulchowk

Mentored students on schematic capture, Proteus simulation, PCB layout, chemical etching, soldering, and hardware debugging.

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Dec 2025

IoT System Design Workshop Mentor

Electrical Club & ECAST

Taught real-time data acquisition using ESP8266/ESP32 microcontrollers; assisted with hardware-software interfacing and troubleshooting.

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Dec 2025

Basic Electronics Workshop Mentor

Electrical Club, Pulchowk

Guided students in building Astable Multivibrators; explained BJT switching, RC timing, and waveform generation.

Recognition

Awards & Milestones

🥉

February 2025 · DELTA, IOE Purwanchal Campus

2nd Runner Up — Power Inverter & Smart Grid Simulation

Engineered a 5V DC to 220V AC power inverter prototype for renewable energy integration. Recognised for circuit stability, transient behaviour control, and inverter topology design.

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January 2025 · LOCUS 2025, IOE Pulchowk

Finalist — Energy Hackathon 8.0

Designed an IoT-based demand-side management solution for real-time load shedding mitigation and smart grid efficiency across Nepal's distribution network.

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2023 · Tribhuvan University

Merit-Based Full Scholarship

Awarded full merit scholarship for top performance in the nationwide IOE entrance assessment for Electrical Engineering.

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Dec 2025 – Jun 2026 · Pulchowk Campus

Samsung Innovation Campus — Coding & Programming

Completed an intensive 80-hour Python, AI, and ML program organized by Samsung Nepal in collaboration with IOE Pulchowk Campus.

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