I play music, and write dirty PyTorch code. ML Researcher. Collaboratoring w/ MIT. Ex- R&D IITB
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Prem AI
Software Engineer
June 24, 2026 – Present
Funcdex-Synthesizer
November 14, 2025 – November 17, 2025
Synthesize multi-turn function calling datasets for YOUR usecases
View ProjectAttentionEntropy
March 4, 2021 – March 4, 2021
Applying Principle of Least Action to Transformers to make them data efficient
View ProjectSmoothedGradientDescentAscent
November 5, 2020 – March 7, 2022
An Implementation of Smoothed Gradient Descent-Ascent (NeurIPS 2020) and a variant of the algorithm.
View ProjectDrug-Protein-Interaction-ML
April 19, 2020 – April 23, 2020
This Repo contains 1D Convolution Based Model for Drug-Protein Interaction Prediction problem.
View ProjectTime2Vec-PyTorch
July 14, 2019 – February 12, 2023
Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf
View ProjectStyleTransfer
June 17, 2018 – July 18, 2018
Neural Style transfer using a small autoencoder
View ProjectCultural Fit Analysis
The candidate's project portfolio indicates a strong interest in research-oriented and complex technical challenges, particularly in machine learning and deep learning. This suggests a fit for roles that value innovation, continuous learning, and problem-solving in advanced technical domains. However, the lack of team-based projects or explicit collaboration experience makes it difficult to fully assess cultural fit in a collaborative engineering environment. The candidate's current role as 'Software Engineer' at 'Prem AI' is noted, but no details on responsibilities or team interaction are provided.
Soft Skills & Operational Fit
The provided data does not contain sufficient information to assess soft skills or operational fit. The candidate's experience is primarily in personal projects, and no psychometric or English test results are available.