Arnol S

Developed a cattle identification system using YOLO v8 for muzzle detection and a custom minutiae pattern matching algorithm. Engineered an ETL process for document extraction and indexing in MongoDB, enhancing data efficiency. Spearheaded the development of a BERT-based document search engine, optimizing search accuracy. Led a team of three in developing a document search engine and ETL module, fostering innovation. Created the backend for the "Fun With AI" web app for the Global Science Fest Kerala using AWS technologies.

Experienced in utilising LLM for document-based question answering. Identified fraudulent activity through anomaly detection algorithms. Streamlined data acquisition by developing a module for the data analytics team. Handled large datasets with attention to detail and improved analysis efficiency by 20%. Mentored 5+ interns and executives on Big Data Analytics, Machine Learning, and Python, improving their analysis skills by 70%.

Developed Morphological Analyzer and sentiment analyser for Malayalam using Python, increasing language analysis efficiency by 10%. Conducted data preprocessing and validation for Kerala Budget, improving accuracy by 30%. Managed and analysed large datasets with attention to detail.