Language Python, C, C++ Moderate Java, JavaScript, MySQL, AJAX Deep Learning TensorFlow, Keras, OpenCV, NLTK, Scikit-learn Frameworks & Tools Flask, Django, Jupyter, Git, Latex, Server-side AWS, GCP, Firebase IOT Raspberry-PI, Arduino
| Programming Languages | Python, C, C++, Bash |
| Machine Learning & Deep Learning | TensorFlow, Keras, PyTorch, Scikit-learn, OpenCV, NLTK, Neurosymbolic AI, Explainable AI (XAI), LSTM/CNN models, Concept-based Interpretability |
| Large Language Models & NLP | Transformers, BERT, GPT-family models, HuggingFace (Transformers, Datasets, Tokenizers), LLM interpretability (hidden neuron analysis, concept induction), Text classification, Embeddings, Attention analysis, Prompt engineering |
| Knowledge Graphs & Semantic Technologies | GraphDB (Ontotext), RDF/OWL, SPARQL, Ontologies, Knowledge graph construction, Semantic pipelines, TTL modeling, Docker-based GraphDB deployment & memory tuning |
| Frameworks & Tools |
Jupyter, Git, LaTeX, Flask, Django Docker, Docker-Compose, Linux (Ubuntu), HPC/SLURM NVIDIA CUDA basics |
| Computer Vision & Generative AI | Stable Diffusion, ControlNet, Diffusers, HED-based pipelines, Image-to-image generation, Data augmentation, Annotation processing (XML/COCO) |
| Cloud & Server-side | AWS (EC2, S3), GCP, Firebase, REST APIs, Deployment, Monitoring |
| Web | Java, JavaScript, SQL |
| Embedded & IoT | Raspberry Pi, Arduino, STM32 (FreeRTOS, CAN Bus), Real-Time Systems, Scheduling (RM, NPCS), Cheddar tool analysis |
| Other Technical Skills | Data engineering (Pandas, NumPy), Time-series modeling (LSTM forecasting), GPS/CAN sensor data processing (Agricultural systems), Multi-sensor fusion |