Electronics and Instrumentation (B.Tech) Graduate, Heritage Institute Of Technology, Kolkata. AI, Theoretical physics.
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BabyGPT
February 24, 2023 – Present
Something in the middle of Karpathy's mingpt model and video lectures, BabyGPT is an easy to use model on a much smaller scale (16 and 256 out channels , 5 heads, fine tuned).
View Projectnumgrad
January 1, 2021 – May 25, 2021
Something in the middle of Autograd's grad engine and Karpathy's Micrograd engine
View ProjectComputer_Vision
September 14, 2019 – October 29, 2020
💻👁 Curriculum to learn Computer Vision in four weeks. A compilation of Resources. Prerequisites in Python, Linear Algebra and Calculus is needed.
View ProjectNLP
August 19, 2019 – July 25, 2021
🎓📲 Curriculum to Learn Natural Language Processing. Prerequisites in Python, Deep Learning, Linear Algebra, Probability and Calculus is Needed. A compilation of resources.
View ProjectMathforAI
July 2, 2019 – July 24, 2021
👨🎓 Curriculum for the Math behind AI . No prerequisite is needed as such, some background in High school Level math and Programming will be helpful.A compilation of resources.
View ProjectDeep_Learning
June 15, 2019 – July 24, 2021
DL. Some background knowledge in High School level calculus and Python Programming would be helpful. A compilation of resources.
View ProjectTCAV
May 28, 2019 – November 13, 2019
⚙📲Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)
View ProjectTextBrain
May 27, 2019 – January 13, 2023
A tool that is built using several open source services and uses Open AI's GPT-2 as a base model.
View Projectdeep-learning-by-ian-goodfellow-full-pdf
April 4, 2018 – April 4, 2018
THE book for deep learning for quick reference
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards self-directed learning and exploration within the AI/ML domain. The projects are primarily personal and resource compilations, suggesting a learner profile. The diversity of AI-related topics (NLP, CV, DL, interpretability) indicates a broad interest, which could be a good fit for a dynamic research-oriented environment. However, the lack of team projects or professional experience makes it difficult to assess collaboration or specific cultural alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate a self-starter attitude and a focus on learning and resource compilation.