Hi, I'm Eishkaran Singh A Budding Data Scientist.

2021 - present

B-Tech Computer Engineering Thapar Institute of Engineering and Technology,Patiala

Pursuing my Bachelors degree in computer engineering.

2022 - present

Bs Data Science and ApplicationsIndian Institute of Technology,Madras

Pursuing the Data science and application course offered by IIT Madras.

May 2023-November 2023

Research Intern under prof. (Dr.) Sachin Kansal Thapar Institute of Engineering and Technology

• • Developed an efficient pipeline for extracting frames from video data, utilising advanced image processing techniques, parallel processing, and error handling.
• • Leveraged Beautiful Soup and bs4 libraries to surpass Google Translate’s 5000-character limit, enabling translation of unlimited text seamlessly.
• • Optimised the pipeline’s performance, enabling swift extraction of frames from large-scale video datasets while ensuring accuracy and data integrity.

June 2023 - July 2023

Guest Lecturer Thapar Institute of Engineering and Technology

• Invited as guest of honour to deliver the lecture in Thapar summer School of Machine learning and deep Learning and delivered 6 lectures on Image Processing and Natural Language Processing.

June 2023 - December 2023

Research Intern under prof. (Dr.) Varun Dutt Indian Institute of Technology Mandi

• • Orchestrated migration of local workflows to servers using automation and DevOps principles, optimizing operational efficiency and boosting machine learning model accuracy.
• • Utilized FastAPI to create asynchronous functions for process automation and applied machine learning algorithms, including classification and stack meta-modeling, to boost predictive accuracy.

June 2023 - December 2023

Research Intern under prof. (Dr.) Chandresh Kumar Maurya Indian Institute of Technology Indore

• • Proficiently contributed to the alignment of diverse text-to-text and text-to-audio scripts across 14 distinct Indian languages, employing a range of advanced aligner tools.
• • Employed NLP and IndicNLP libraries for text preprocessing, constructing a gold standard dataset to drive the application of various ML/DL models.

November 2023 - Present

Research Intern under prof. (Dr.)Min Xu Carneige Mellon University

• • Currently engaged in research of biomedical image analysis, with a focus on the application of cryo-electron tomography (cryo-ET) and cryo-electron microscopy (cryo-EM) techniques for 3D image processing and analysis.

November 2023 - Present

Research Intern under prof. (Dr.) Hamsa Balakrishnan Massachusetts Institute of Technology

• • Currently engaged in independent research aimed at mitigating hallucination in Large Language Models (LLMs).