Anirban Banerjee
ML Engineer | AI Developer | Data Scientist
NIT Rourkela '27
BTech in Ceramic Engineering
Minor in Computer Science and Engineering
ML Engineer | AI Developer | Data Scientist
NIT Rourkela '27
BTech in Ceramic Engineering
Minor in Computer Science and Engineering
Hi! I am Anirban Banerjee. Prefinal year BTech student at NIT Rourkela. I am a AI ML engineer and I like to develop things using machine learning and AI which will have a real world imapact. My work bridges deep learning, computer vision and natural Language processing, with focus to solve day to day problems. I have developed multiple projects which involves reccommender systems, time series forcasting, vision transformers and language models.
I am comfortable with pyTorch, Tensorflow and other ML frameworks. I am also eager to learn, explore and contribute to developing libraries with bright future prospects. With a strong foundation in both theoretical and applied machine learning, I would like to collaborate on research and projects involving CV, NLP or llm which can open new pathways for the development of AI.
Indian Languages are often diversified and resources are low. Often meaning and context has to be preserved for translation, text summarization and other NLP tasks. So this model makes this process easier by using heuristics approach, generating embeddings using transformers and graph clustering algorithms for better segmentation.
View on GitHubTraditional OCR methods often fail to recognise text from old documents due to ink bleed, noise, and old Languages. This project includes noise removing by Opencv methods, text detection avoiding unnecessary items in the documents. Then Text Recognition using vision transformer models. I also included various methods to translate the obsolete letters, replacing them with the letters which are in use now, with the help of Spanish Dictionary. This model has a 24% Character Recognition Error (CER) and gives a F1-score[Charcter Level] of 84%.
View on GitHubI would love to contribute on research projects that involves NLP, DeepLearning.So, if you loved my works feel free to contact me. I would like to contribute to research project as much as I can.
Recent developments in the field of AI has led to the vast development of foundation models and LLMs. I am learning this field and also exploring the user aspects of it. I would love to collaborate on research projects which will open new aspects in this field.
Email: anirbanbanerjee3103@gmail.com