Arshdeep S.

WORK HISTORY

EDUCATION

ABOUT ARSHDEEP S.

Passionate Machine Learning Engineer and Data Scientist with over 4 years of experience in leveraging advanced AI technologies. A University of Toronto alumnus, I specialize in Python, Generative AI, Single-cell RNA modelling, Natural Language Processing, and image processing. My career highlights include spearheading innovative projects in semantic search engines using GPT and BERT, developing high-accuracy anomaly detection models, and automating processes using Python scripts. Skills: • Programming: Proficient in Python, with extensive use of libraries like NumPy, Pandas, Scikit-Learn, and Matplotlib. • Data Analysis: Expertise in handling both structured and unstructured data, utilizing ETL, data mining, and exploratory data analysis techniques. • Machine Learning: Deep knowledge in CNNs, RNNs, GANs, and transformers. Experienced in building predictive models and implementing Generative AI. • Single Cell RNA sequencing: Designed and automated WDL-based workflows for protein sequencing, employing Python for data analysis and integrating ProteinBERT with deep learning techniques for advanced protein structure prediction. • Natural Language Processing: Developed advanced NLP models, including text summarization and multi-class prediction models. • Image Processing: Skilled in developing algorithms for image masking, segmentation, and captioning, enhancing efficiency and accuracy in various applications. Professional Highlights: • Led the development of cutting-edge NLP models at Apotex Inc, significantly enhancing process efficiency. • Innovated in IoT and Industry 4.0, integrating Azure ML Pipeline for data engineering. • Developed an automated algorithm for forensic ballistics image analysis, demonstrating high precision in police investigations. I am always eager to explore new challenges in AI and machine learning, especially those involving complex data analysis and innovative algorithm development.