•Developed and maintained web applications using React, Node.js, and MongoDB. Collaborated with cross-functional teams to deliver high-quality software solutions.
•Utilized time series forecasting models (TimesNet, TimeXer, TimeMixer, Non-Stationary Transformer, iTransformer) from the Time-Series-Library for predictive analytics.
•Developed machine learning and deep learning models for Ethereum price prediction using time series data.
•Conducted explanatory data analysis (EDA) to generate actionable insights from datasets.
•Built CI/CD pipelines to automate deployment of machine learning models.
•Dockerized applications and created Dockerfiles with bash automation scripts for efficient hosting.
•Reproduced research paper code to validate and implement advanced algorithms.
•Worked with large language models (LLMs) and various machine learning models to enhance AI solutions.
Technologies & Skills
Machine LearningDeep LearningArtificial IntelligenceTransformersTime Series PredictionPythonFast APICI/CDDockerLLMs