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Serna.ai
Data Scientist
June 20, 2026 – Present
PersonalCalculators
November 28, 2023 – March 18, 2024
PersonalCalculators — GitHub repository
View ProjectTestingPose
July 22, 2023 – October 17, 2023
Just a repo that stores scripts used for testing various models
View ProjectDiabetic-Retinopathy-Detection-Retinal-Vessel-Segmentation
May 18, 2023 – September 18, 2023
Classification of Fundus Images into 5 stages of Diabetic Retinopathy, and segmentation of blood vessels in fundus images
View ProjectVideo-Audio-Face-Emotion-Recognition
May 1, 2023 – September 13, 2023
The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predict emotions from a video
View ProjectExtractSegmentationHabitat
March 4, 2023 – March 4, 2023
This repo can help people having trouble with extracting segmentation images and masks from replica and matterport3d-habitat
View ProjectCancer-detection-using-CNN
January 26, 2018 – April 15, 2023
This CNN is capable of diagnosing breast cancer from an eosin stained image. This model was trained using 400 images. It has an accuracy of 80%
View ProjectNumber-plate-detection-using-CNN
January 14, 2018 – January 27, 2018
This program uses convolutional neural networks to recognize the text in the number plate
View ProjectCompetitive-programming-Questions-Solver-
October 28, 2017 – October 28, 2017
This program uses neural networks to solve competitive programming problems by learning from a dataset of inputs and outputs of the respective question. This repo consists of one problem from hackerrack solved with 99.9% accuracy.
View ProjectProject-ATOM
May 30, 2017 – May 31, 2020
This robot runs based on an android app and arduino. The code uses a modification of A* algorithm to find the shortest path to the goal as it detects obstacles and updates the square grid on it's way to the goal.
View ProjectTicTacToeAI-android
January 7, 2017 – January 7, 2017
TicTacToeAI-android — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, focusing heavily on deep learning and computer vision. While this demonstrates strong technical interest, the lack of diverse project types (e.g., data engineering, MLOps, business intelligence) and the absence of team-based or open-source contributions make it difficult to assess broader cultural fit or adaptability to varied team environments. The current role at Serna.ai is listed as current with no start date, making it difficult to assess professional experience depth.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approach, or communication style in a team setting.