Avinash Rajaraman Swaminathan
Skills
Data Science | Regression | Decision Trees | Random Forest | K-Means Clustering | SVM | XGBoost | Principal Component Analysis | Generative AI | LLMs | GPT | NLP | Sentiment Analysis | Text Generation | Computer Vision | CNN | RNN | LSTM | Hugging Face | Streamlit | AWS (S3, EC2, Athena, Sagemaker, Bedrock) | GCP (BigQuery, AutoML, Vertex AI, GCS, DialogFlow) | A/B Testing | Statistical Modeling
About
Transitioning from Academic Researcher to a Data Scientist with expertise in Multimodal LLMs (NLP/Computer Vision), the focus is on creating scalable systems that address complex business challenges and drive innovation. Explore my projects: : https://github.com/rsasmack.
Years of experience in developing machine learning models, crafting high-performance data pipelines, and designing modular architectures have equipped me to tackle challenges ranging from operational optimization to improving AI-driven decision-making systems. Data isn’t just about patterns; it’s about unlocking insights that make a real difference.