Junior Machine Learning Engineer with a strong background in deep learning, computer vision, and natural language processing, seeking opportunities to leverage my skills in developing innovative AI solutions.
Experience
Jr. ML Engineer
Samyak Infotech Pvt Ltd
Applied Transfer Learning on YoloV8 to figure out patterns of given jwellery. Enhanced LayoutLMV2 for business invoices to extract crucial fields and achieved 78% accuracy. Implemented RAG architecture to extract entities from invoices & contracts with the help of LLMs like GPT-4 and Llama 7b. Fine-tuning open source models to extract details from given restaurant receipts. Automated Flight Selection using multiple decision trees. Utilized sentence-transformer to generate embeddings for text corpus and identify similar postal addresses. Developed AI pre-cleansing tool to clean excel/csv files for business purposes.
Machine Learning Intern
Samyak Infotech Pvt Ltd
Worked with pre-trained embedding models in the recommendation system project. Developed functionality to detect text in images using OCR tools. Worked on basic deep learning projects using TensorFlow and PyTorch. Trained YoloV5 for Face Mask Detection.
Education
Silver Oak University
Bachelors
Computer Engineering