SUBINOY HATAI

Available to hire

I am a Ph.D. research scholar in Artificial Intelligence at the Indian Statistical Institute (ISI), Kolkata, with a strong foundation in Mathematics and hands-on research experience using Python and deep learning.

About

I am a Ph.D. research scholar in Artificial Intelligence at the Indian Statistical Institute (ISI), Kolkata, with a strong foundation in Mathematics and hands-on research experience using Python and deep learning. My work spans computer vision and machine learning tasks such as object detection, dataset analysis, and time-series prediction, with a growing focus on data-centric and decision-aware AI for real-world agricultural systems.

I enjoy turning technical ideas into experiments—building and evaluating models with tools like PyTorch, YOLOv8/RT-DETR, and OpenCV, and carefully analyzing class-wise errors to improve performance. I also like communicating mathematical and technical concepts clearly, whether through step-by-step explanations, research workflows, or guidance for students and computational projects.

  • Joined October 2026

Languages

  • EnglishAdvanced
  • BengaliFluent
  • HindiAdvanced

Industry experience

  • Education
  • Computers & Electronics
  • Agriculture & Mining

Projects · 1

1.Project Overview

Worked as an AI Evaluator on the Aether project through Outlier (Scale AI), contributing to the evaluation and quality assessment of AI-generated responses.

2.Responsibilities

i.Evaluated AI-generated responses using project-specific evaluation guidelines.
ii.Assessed response accuracy, relevance, and instruction-following quality.
iii. Identified errors and inconsistencies in AI-generated outputs.
iv.Applied structured evaluation criteria to assess response quality.
v.Contributed human feedback to AI model evaluation.

3.Skills

i.AI Response Evaluation
ii. Artificial Intelligence
iii.Critical Thinking
iv.Analytical Reasoning
v. Quality Assessment
vi.Instruction Following

Platform: Outlier (Scale AI)

Project: Aether AI Evaluation

Work experience

Ph.D. Research Scholar in Artificial Intelligence · Indian Statistical Institute (ISI), KolkataJan 2020 – Present · 6 yrs 11 mos

Conduct research in deep learning and computer vision, including object detection, computer-vision datasets, and model evaluation. Use Python for research workflows, scientific computing, and machine-learning experimentation. Develop and analyze computer-vision datasets with class-wise error analysis and evaluate machine-learning models, with current emphasis on data-centric and decision-aware AI for agricultural systems.

Education· 9

Ph.D. in Artificial Intelligence · Indian Statistical Institute (ISI), Kolkata2020 – 2026
M.Sc. · Indian Institute of Technology Hyderabad2016 – 2018
B.Sc. Mathematics (Honours) · Scottish Church College, University of Calcutta2012 – 2016
Ph.D. in Artificial Intelligence · Indian Statistical Institute (ISI), Kolkata2020 – 2026

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