Programming Languages
- Python
- C/C++ (Embedded)
- Java
- HTML
- MATLAB
- LaTeX
- Verilog
Machine Learning & AI
- Machine/Deep Learning Frameworks
- PyTorch
- TensorFlow
- Scikit-Learn
- XGBoost
- LightGBM
- Training & Scaling
- Distributed Training (DDP / DDPD)
- Reinforcement Learning
- Deep Q-Learning (DQN)
- Gymnasium Environments
- Classical ML
- Linear Regression
- Logistic Regression
- Perceptron
- K-Nearest Neighbors (KNN)
- Naive Bayes
- Support Vector Machines (SVM)
- Decision Trees
- Random Forest
- Linear Discriminant Analysis (LDA)
- Light Gradient Boosting Machine (LightGBM)
- Unsupervised Learning
- K-Means Clustering
- DBSCAN
- Dimensionality Reduction
- Principal Component Analysis (PCA)
Computer Vision
- Tasks
- Object Detection
- Classification
- Segmentation
- Frameworks
- Ultralytics (YOLO)
- Detectron2 (Mask R-CNN)
- OpenCV
- Roboflow
Systems for EdgeAI / TinyML
- Neural Architecture Search (NAS)
- Once-For-All (OFA)
- Pruning
- Structured Pruning
- Unstructured Pruning
- Quantization
- Post-Training Quantization (PTQ)
- Quantization-Aware Training (QAT)
- Deployment / Runtimes
- ONNX
- TFLite
- TinyEngine
Data
- SciPy
- NumPy
- Pandas
- Data Preprocessing
- Data Augmentation
Visualization
- Matplotlib
- Seaborn
- Tableau
- Canva
- Draw.io
- Lucid Chart
- PowerPoint
Hardware / Embedded / Robotics
- Platforms
- MAX78000/02 (ARM Cortex-M4F)
- Jetson Nano (ARM Cortex-A57 + NVIDIA Maxwell GPU)
- TM4C123GXL (ARM Cortex-M4F)
- Arduino Uno (ATmega328P)
- STM32F746G (ARM Cortex-M7)
- DE2i-150 FPGA Board
- Motors / Actuation
- NEMA 17 Stepper Motors
- Servo Motors
- Sensors
- MPU6050 Accelerometer/Gyroscope
- ADXL335 Accelerometer
- Force Sensing Resistors (FSR)
- Protocols / Interfaces
- I2C
- UART
- Embedded Debugging
- JTAG
- PuTTY
- Logic Analyzer
- Oscilloscope
Tools / IDEs / EDA
- Git
- Linux
- Bash
- VS Code
- Overleaf
- Eclipse
- Arduino IDE
- STM32CubeIDE
- Keil uVision
- NI LabVIEW
- NI Multisim
- AutoCAD
- Intel Quartus Prime
- ModelSim
- Lambda GPU Cloud
AI Tools
- ChatGPT (OpenAI)
- Gemini (Google)
- Claude (Anthropic)
- Cursor (Anysphere)
- NotebookLM (Google)
- DeepSeek (DeepSeek)