Skills

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 / Logistic Regression, Perceptron, K-Nearest Neighbors (KNN), Naive Bayes, Support Vector Machines (SVM), Decision Trees, Random Forest, Linear Discriminant Analysis (LDA), LightGBM
• Unsupervised learning — K-Means, 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, unstructured
• Quantization — Post-Training Quantization (PTQ), Quantization-Aware Training (QAT)
• Deployment / runtimes — ONNX, TFLite, TinyEngine

Data

• SciPy, NumPy, Pandas
• Data preprocessing & augmentation

Visualization

• Matplotlib, Seaborn, Tableau
• Canva, Draw.io, Lucidchart, PowerPoint

Hardware / embedded / robotics

• Embedded 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
• Robotic platforms — ModalAI VOXL Seeker development drone, ModalAI VOXL2 Sentinel development drone
• 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

• Version control & shell — Git, Linux, Bash
• Editors & writing — VS Code, Overleaf, Eclipse
• Embedded IDEs — Arduino IDE, STM32CubeIDE, Keil µVision
• National Instruments — NI LabVIEW, NI Multisim
• FPGA / EDA — Intel Quartus Prime, ModelSim
• CAD — AutoCAD
• Cloud compute — Lambda GPU Cloud

AI tools

• ChatGPT (OpenAI)
• Gemini (Google)
• Claude (Anthropic)
• Cursor (Anysphere)
• NotebookLM (Google)
• DeepSeek (DeepSeek)