I am a Full Stack Developer, Data Scientist, Simulation & Modeling Expert (NetLogo) 
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I'm a PhD student passionate about machine learning, Chrome extensions, and simulation modeling. I love solving complex problems and contributing to open-source projects.
- Programming: Python, Java, Kotlin, JavaScript
- Tools: NetLogo, Gephi, Scikit-learn, TensorFlow
- Specializations: Agent-Based Models, Chrome Extensions, Simulation Modeling
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D2X Chrome Extension
A tool to help victims of online violence by automating social media post evaluations. -
Nanorobot Simulation Model
Simulating nanorobots in the pulmonary vascular system using Particle Swarm Optimization. -
NetLogo Phycocyanin Model
A model to study nutrient dynamics and algal growth in aquatic ecosystems. -
Data Encryption and Compression Simulator A Simulator to show the RSA encyption and Huffman Compression from scratch.
And many more
| Library | Description |
|---|---|
| pathlib | |
| time | |
| io | |
| sqlite |
| Library | Description |
|---|---|
| manim | Animation library by 3b1b |
| icecream | A wrapper for print() |
| pandas | - |
| numpy | - |
| tqdm | Show progress of the program |
| rich | Formatting Text, output, and traces |
| pydantic | Type enforcing library |
| ruff | Code linter |
| PyMuPDF | PyMuPDF is a high-performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents. |
| osmnx | |
| geometry | |
| GeoPandas |
| Installer | Description |
|---|---|
| pip | |
| chocolatey | chocolatey |
| npm |
- Network workbanch
- Giphy
- JavaScript Animation
- Leaflet.js
- Latex
- OverLeaf
- ffmpeg (multiple)
- Adobe Photoshop
- Adobe Illustrator
- Adobe XD
- Figma
- ffmpeg
- OBS
- Filmora 10+
- wickeditor
- Pancil2D
- OpenToonz
- giphy
- Blender
- Clipchamp
- Agent-Based Modeling / Multi-Agent Modeling / Individual-Based Modeling
- NetLogo
- AnyLogic
- Linear Regression
- Words Embedding (Word2Vec, GloVe)
- Sparse Words Embedding (embedding having less information)
- Dense Words Embedding
- Precision and recall
- PyTorch
- Tensor
- TensorFlow
- Hugging Face
- Perceptron
- MLP Multi Layer Perceptron
- Weights, Bias, Input layer, hidden layers, output layers
- Single Neuron, and Linear Regression Model
- Tensor playground
- CNN
- RNN
- LSTM
- GRU
- Transformer
- Gates
- BLEU: Bilingual Evaluation Understudy
- Transfer learning
- Fourier analysis
- Histogram
- Image Segmentation
- Robert Mask
- Sobel Mask, Priwett Mask, Canny
- Feature Extraction
- AlexNet
- Vgg
- Precision
- Recall
- Lift
- Frequent Pattern
- Accuracy
- Error Rate
- KNN
- K-Means
- Clustering
- Data mining
- BLEU
- Git
- GitHub
- Jaccard similarity
- TokenMix
- CutMix
- Geometric Augmentation
- Attribute level Augmentation
- Difference between Federated Machine Learning and Distributed Machine Learning
- Gephi
- JavaScript InfoVis Toolkit
- Infographic
- Multivarient
- Table lens
- Parralel Coordinates
- Responsive Matrix Cells
- Multivariate Graphs
- Dashboards
- RMC
- Miller Law
- Short-Term Memory
- Data Processing
- Data Augmentation
- Anomaly Detection
- Defect Prediction
- Comparison and Evaluation
Augmentation-Driven Unified Framework for Emotion Detection to Enhance the Quality of Live Search Resutls
- Data Processing
- Data Augmentation
- Face detection
- Create Python files
- Run cell
- Markdown
- T4
- GPU
- Post
- Profile
- Banner
- Picture
- Post
- Article
- Projects
- Statistics
- LinkedIn: Muhammad Tausif
- Email: tausifasia@gmail.com