Muhammad Tausif

I am a Full Stack Developer, Data Scientist, Simulation & Modeling Expert (NetLogo) from Pakistan.

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1. Apriori Algorithm
2. FP Growth

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

• 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

• https://www.desmos.com/

• 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

• Data Processing
• Data Augmentation
• Face detection

• Create Python files
• Run cell
• Markdown
• T4

• LinkedIn: Muhammad Tausif
• Email: [email protected]