Building the future with code & AI
Hi, I am Harman, and I am a Software Engineer / Data Scientist
I'm available for SWE, Data Science & AI Internships 💪
Projects.
Hotel client screening
ML/AI
I applied supervised learning techniques to screen the 500 optimal clients for an exclusive (imaginary) hotel.
- Python
- pandas
- scikit-learn
AI learns to drive
ML/AI
I used several Stable-Baselines3 models to teach an AI to drive on a simulated highway environment.
- Python
- Stable-Baselines3
- TensorFlow
harmansingh.nl
Frontend
The website you are currently looking at was coded from scratch using Next.js and Tailwind CSS.
- Next.js
- Tailwind CSS
links.harmansingh.nl
Frontend
A website that showcases all of my social media links in 1 place.
- Next.js
- Tailwind CSS
Art Style Transfer Model
ML/AI
Used the pre-trained VGG19 model to transfer the style of one painting to another.
- Python
- TensorFlow
Animal Detection using YOLOv5
ML/AI
Used YOLOv5 to detect and classify animals using video footage from National Geographic.
- Python
- YOLOv5
- OpenCV
- PyTorch
NSL-KDD Intrusion Detection
ML/AI
Trained a model on the NSL-KDD dataset to detect and classifiy cyber security attacks.
- Python
- Deep Learning
- PyTorch
Text Classification using Transformers
ML/AI
Compared several pre-trained models to classify text data.
- Python
- Transformers
- NLP
- Hugging Face
- PyTorch
Skills.
Only the stuff I am completely comfortable with
Software Engineering.
Front End
HTML
CSS
Responsive Design
JavaScript
TypeScript
React
Next.js
Tailwind CSS
Back End
Java
PHP (Laravel)
Node.js
Databases
MySQL
MongoDB
Artificial Intelligence.
Data Science
Python
TensorFlow
Keras
PyTorch
scikit-learn
pandas
Polars
NumPy
Data Analytics, Data Engineering
Excel
SQL
Data Visualization
seaborn
Matplotlib
About.
My name is Harman and I am a 22-year-old Software Engineer / Data Scientist.
I'm currently pursuing a Bachelor's degree in Applied Computer Science with a specialization in AI.
Contact.
reach out and let's have a word
Or send a regular email: harman.pnahal@gmail.com