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.
After completing my internship, I started working as a professional Machine Learning Engineer at Falcon IT Consulting. By now I have worked on many projects including NLP, Computer Vision, Chatbot development, Sentiment Analysis, Recommendation Systems, and many other AI Projects.
7月, 2022 -现在
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2 年, 7 个月
Machine Learning Intern
5月, 2022 - 7月, 2022
•
2 个月
InsightSol Technologies
5月, 2022 - 7月, 2022
•
2 个月
I completed my internship after completing the certifications online at Insightsol Technologies. I got hands-on experience here by working on real-world projects.
5月, 2022 - 7月, 2022
•
2 个月
教育
Government College University, Faisalabad
2017 - 2021
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4 年
BS Data Science
Pakistan
2017 - 2021
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4 年
资质
Natural Language Processing Specialization
2023
DeepLearning.AI
The Natural Language Processing Specialization by DeepLearning.AI offers an in-depth exploration of NLP, covering text processing, sentiment analysis, language modeling, and machine translation. Participants learn to build NLP models using deep learning techniques and apply them to real-world challenges. Perfect for enhancing expertise in NLP.
2023
Machine Learning Specialization
2023
DeepLearning.AI
The Machine Learning Specialization Certificate is a comprehensive program designed to equip learners with a deep understanding and practical skills in machine learning, one of the most exciting and in-demand fields in technology. This certification journey covers a wide array of topics, beginning with the fundamentals of machine learning algorithms, including both supervised and unsupervised learning.