Technical Skills
Programming Languages
- Python
- C++
- JavaScript
- Shell
- C
- R
AI/ML Frameworks
- TensorFlow
- PyTorch
- NLTK
- Langchain
- Transformers
- Hugging Face
- OpenCV
- Langgraph
- Unsloth
AI Concepts
- NLP
- Reinforcement Learning
- LLM Fine-tuning
- RAG / GraphRAG
- Cross-Modal Learning
- PEFT
- vLLM
- Tokenization & Embeddings
- Diffusion Models
- Diffusion Fine Tuning
- Llama.cpp
- Vector Databases
ML Concepts
- CNN
- Regression
- Classification
- Clustering
- Ensemble Methods
- Backpropagation
- Neural Networks
- Model Pipeline
- Model Training
Cloud & DevOps/LLMOps
- AWS (Sagemaker)
- GCP
- Git
- Docker
- Jenkins
- Kubeflow
- Airflow
- MLflow
- WandB
- IBM Cloud
Databases & Vector DB
- Apache Spark
- Hadoop
- SQL
- MongoDB
- Vector Databases
- Faiss
- Chroma
- Redis
- Qdrant
Mathematics & CS Fundamentals
- Calculus
- Time Series
- Advanced Statistics
- Data Structures & Algorithms
- Linear Algebra