top of page
IMG-20230420-WA0017.jpg

Sony Annem

Overall, around 4+ years of demonstrated history of working as a Researcher in the field of Artificial Intelligence. I am excited about learning and working on AI and passionate about leveraging cutting-edge technologies to tackle complex problems.

Areas of Interest: Medical Image Analysis, Natural Language Processing, Robotics, Generative AI.

I love to learn new technology and am mainly interested in working in the domain of Artificial Intelligence.

20240204_152512.jpg
IMG-20240710-WA0005.jpg
20240716_203902.jpg

Publications

One of my key strengths is a strong passion for reading research papers and writing scientific articles. My first paper, titled "Convolutional Neural Network for Predicting Paddy Diseases", was published in 2019. In 2020, I contributed to another paper focused on COVID-19 case analysis. During my internship, I worked extensively on SAM Adapter for histopathology image analysis, and through dedicated effort, our team successfully published a paper within just four months. Currently, I am actively working on two articles — one on concept normalization and another titled "Criteria to Query", both of which explore advanced topics in natural language processing.

Projects

1

Investigating Chromatin substance using DL

Chromatin is the substance that is present within the cell nucleus, our major goal is to identify the center position of the chromatin so that we can analysis how much far the chromatin is spreading.

2

Techniques for Improving  Concepts Normalization

Concept Normalization is still very challenging task, we employed a semantic search for retrieving of concepts .We used NVIDIA'S cambridgeltl/SapBERT-from-PubMedBERT-fulltext model .

3

Identify the names of our Ancestors present in Old Family Pictures

Our project main goal is to display names of people in family photos. We used GAN to extend our family related dataset.We employed CNN along with face recognition package.

Posts and Articles

I have a deep passion for learning new technologies, and there are three pivotal experiences that have profoundly shaped my journey: pursuing a master’s program, securing an internship at the CIA Lab, and attending NVIDIA’s GTC Conference. Each of these milestones played a significant role in inspiring and transforming my academic and professional path.

Please find below a few motivational pictures that reflect my journey and drive.

bottom of page