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I'm an undergrad pursuing Electronics and Communication Engineering at National Institute of Technology, Calicut. Deep Learning practitioner.
Sarsa-Algorithm
March 7, 2022 – May 16, 2022
Python script to balance CartPole from open ai gym using Sarsa
Reinforce-Algorithm
March 2, 2022 – March 12, 2022
Reinforce-Algorithm — GitHub repository
View ProjectQ-Learning_and_Double-Q-Learning
February 9, 2022 – March 11, 2022
Python script to balance Pendulum from open ai gym using Q-Learning and Double Q-Learning
View ProjectImage-Generation-Using-VQVAE
February 8, 2022 – March 3, 2025
Image Generation using VQVAE and GPT Models
View ProjectUnderWater-Image-Enhancement-using-DAE-UNet
October 30, 2021 – March 26, 2022
Underwater image enhancement has been attracting much attention due to its significance in marine engineering and aquatic robotics. Deep learning models are used which takes raw under water images as input and gives corresponding enhanced images as output.
View ProjectGenerative-models-from-scratch
September 4, 2021 – March 25, 2022
This repo contains Gans implemented from scratch
View ProjectFewShot-DataCleaners-using-Supervised-Contrastive-Learning
August 30, 2021 – June 14, 2022
Supervised Contrastive Learning based approach is used as a pre-processing step for removing the outliers present in the dataset before training our main DL task.
View ProjectSudoko-solver
July 2, 2020 – September 26, 2020
Simple Solver application to solve sudoko made using pygame module in python.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, focusing heavily on research-oriented machine learning tasks. While this demonstrates initiative and a passion for the field, there is no evidence of collaborative work, production-level system development, or experience in diverse team environments. The projects align well with a research-focused Data Scientist role but lack breadth in typical industry applications like data engineering, MLOps, or business intelligence. The candidate's experience level is 0, indicating a junior profile, which might not be a strong cultural fit for a senior Data Scientist role without significant mentorship.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.