I possess expertise in a range of areas including Machine Learning, Natural Language Processing (NLP), Large Language Models (LLMs), Langchain, the Huggingface Hub, Data Analysis, Visualization, Python programming, and desktop application development. My project portfolio spans multiple data science initiatives such as Sentiment Analysis of Tweets, Fake News Detection, Time Series Forecasting, an Applicant Tracking System (ATS) leveraging LLMs through prompts, a Movie Recommendation System using Cosine Similarity and K-Means Clustering, as well as building a Naive Bayes Classifier and Artificial Neural Networks (ANN) from scratch.
In my freelance career, I've developed a system to identify abusive English comments using Keras' multi-channel functional API, incorporating deep learning models like BiLSTM, GRU, and CNN, and assessing their efficacy on diverse datasets, including two in English and one in German. My NLP engagements also encompass creating Chatbots with LLMs, Image-to-Speech Conversion applications, and Language Detection Systems. I can provide references and direct you to my Kaggle and GitHub profiles for a detailed look at my work, upon request.