Ankit Kakadiya
@ankitkakadiya
Freelancer
Gondal, Gujarat
Ankit Kakadiya is a skilled technologist with an M.Tech in Information and Communication Technology. He has professional experience as a Freelancer, developing and deploying custom deep learning models and REST APIs on AWS. His background includes research in Information Extraction from Scientific Literature and developing market data analysis tools, demonstrating expertise in Python, FastAPI, and cloud deployment.
Experience
Freelancer
Upwork
Worked with US client to develop a custom deep learning model on image data. Created REST API using FastAPI to server the model. Deployed it on the AWS. Created lambda function. Optimized the api through caching to lower the cost.
Junior Research Fellow
IIT Gandhinagar
Worked on a research project ”Information Extraction from Scientific Literature”. Given an image of the scientific chart as input to model, it should output the underlying data in the tabular form. Performed probing study on the existing SOTA techniques and created model that is able to detect the type of {bar/line/pie} chart and extract underlying data.
Software Developer Intern
ADSOM GlobalTech Pvt. Ltd.
Worked on a live project ”Market Data Analysis”. My contribution was to design and develop a model which can find the pattern from the historic data so that traders can improve their buy and sell strategy. Automated the process to take better position by parsing the QuickFix message and extracting the required data.
Education
Dhirubhai Ambani Institute of Information and Communication Technology
M. Tech in Information and Communication Technology
Information and Communication Technology
Charotar University of Science and Technology
B. Tech in Computer Engineering
Computer Engineering