Sadhana Panthi

Hello,

I'm Sadhana Panthi

Computer Engineering Student

From Nepal

About Me

"Failures don't stop me!"

👋🏻 Hi, I'm Sadhana! I'm a Computer Engineering undergraduate at Pulchowk Campus, Nepal. I'm currently exploring Data Science and building projects on my own and participating in hackathons with my team. Also, I love being involved in tech clubs either as a participant or as an organizer.

🍕 In addition, I love binge-watching K-dramas and web series, run, play games and... enjoy eating good food in my free time!

👨🏼‍💻 Interests: Python, Machine Learning, Data Science, AI

National Representative, Seeds For The Future(Huawei)

October 2023 to February 2024

1. Selected as one of the top 6 seeds for representing Nepal at the Asia-Pacific 2024 Tech4good competition in China.
2. Pitched our idea regarding ultrasound devices for pregnant women in rural Nepal.
3. Also won the prestigious People's Choice Award! 🏆

Skills: 5G, AI, Cloud Computing, Entrepreneurship

Machine learning Freelancer, Upwork

November 2023 to Present

1. Worked with JAX library and Eigen Values
2. Modified the dimensions of Images and played around with CNN, ReLU, GeLU
3. 5 star rated and verified

Skills: Python, Tensorflow, Pytorch, Google Colab

AI/ML Scholar, AWS

October 2023 to February 2024

1. Unlocked nanodegree on Machine learning course provided by AWS
2. Completed projects and got free enrollment for Generative AI course
3. Trained machine learning models (logistic regression, random forest)
4. Learned about AWS Deepracer

Skills: Python, Generative AI, RAG, Deep Learning

Data Science Fellow, Code For Nepal

January to June 2023

1. Completed learning tracks of Data Science and ML with 8 projects
2. First blog published on ML project optimizing Agricultural Crop Prediction
3. Visualization with Tableau, Seaborn, and Matplotlib

Skills: Python, Scikit-learn, Pandas, Numpy, Tensorflow, Pytorch, Matplotlib, Tableau

Harvard WECode Tech Fellow, Harvard WECode

December 2023 to February 2024

1. Publicized WECODE 2024, the largest student-run women in tech conference
2. Less than 20% acceptance rate, showcasing commitment to excellence in the tech industry
3. Awarded Distinguished Tech Fellow for being in the top 25% of fellows

Skills: Mentorship, Talk series, Professional Development sessions

Technical Skills

Programming Languages

Python, SQL, C, C++, Dart

Data Visualization

matplotlib, seaborn, Plotly, Librosa, Tableau

Cloud Platforms

Amazon Web Services, Azure

Version Control

Git

Design & Front-end Development

Canva, HTML, CSS, Streamlit, Bootstrap

Machine Learning Frameworks

Numpy, Pandas, Scikit-Learn, TensorFlow, Keras, JAX

Education

Bachelor in Engineering - Computer Engineering

Pulchowk Campus, IOE (2022-2026)

High School (Science)

SOS Hermann Gmeiner School, Bhaktapur (2021)

GPA: SEE - 3.90/4.0, NEB - 3.71/4.0

Projects

Ecoguard

Illegal Poaching and Deforestation Detection System.
Trained VGG-16 model for audio detection using ESC-50 dataset.
Real-time alerts about detected activities.

Demo ▶️

VeggieTrends

A mobile app built using Flutter.
Accurately predicts vegetable and fruit prices.
Forecasts potential savings and optimal purchase times.

Demo ▶️

Bouddhanath Stupa

3D Modeling and Rendering of Bauddhanath Stupa
Used libraries like GLFW, Glad and Assimp
Displays both day view and night view.

GitHub

Hand Tracking-Volume Control

Uses hand tracking to control the system volume based on the distance between the thumb and index finger
Utilizes OpenCV for video capture, MediaPipe for hand tracking, and osascript for controlling system volume on macOS.

GitHub

Domain Expert Model

Fine-tuned Meta Llama 2 7B foundation model
The model adapted Finance domain, enhancing its ability to understand and generate finance-specific text
Used Amazon Sagemaker and other AWS tools

GitHub