Jan 2024 – Jul 2024 · 6 mos · Gurugram, Haryana, India

Aug 2022 – Dec 2023 · 1 yr 4 mos · Hyderabad, Telangana, India · On-site

• Automating dataset generation for training a conv-net with a virtually unlimited number of instances.
• Literature review of suitable image processing models and implemented the ones ideal for the use case, viz. YOLO, MRCNN.
• Currently working on collecting new object detection data and implementing object detection models using High-Performance Computing
• Upcoming publication under Prof Tathagata Ray

May 2022 – Jul 2022 · 2 mos · New Delhi, Delhi, India

• Made a research paper and on the based of it develop an AI TEACHABLE MACHINE

Apr 2022 – Dec 2023 · 1 yr 8 mos · India · On-site

Jan 2022 – Jan 2022 · 0 mo · Gandhinagar, Gujarat, India

• introduction to data collection pipeline, tools and techniques for data processing (e.g., normalization, outlier removal), descriptive statistics, visualization
• models for supervised learning – MLE, MAP, and fully Bayesian modeling, clustering, matrix factorization, spatio-temporal data modeling
• algorithms for data and dimension reduction
• experiment design and model evaluation, A/B testing etc.
• modern models for NLP, computer vision, data-driven modeling for earth and climate sciences
• data-science lifecycle, standard practices of MLOps

Sep 2021 – Oct 2021 · 1 mo

• AI || Big data|| ML || Cloud Computing