Srirag Jayakumar
Data ScientistBristolMember since June 27, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
sriragjayakumar.github.io
September 8, 2024 – September 14, 2024
sriragjayakumar.github.io — GitHub repository
View ProjectTime-Series-Energy-Prediction
December 10, 2022 – December 10, 2022
This project predicts the daily solar power generation for the state of Maharashtra.
View Projectsimple-dvc-demo
November 17, 2022 – November 17, 2022
simple-dvc-demo — GitHub repository
View ProjectShow-and-Speak-DETR
August 24, 2022 – September 23, 2022
In recent times, developments in the fields of image captioning have proposed novel models such as show and speak (SAS) which directly synthesize spoken description of images, bypassing the need for any text or phonemes. The basic structure of SAS is an encoder-decoder architecture that takes an image as input and predicts the spectrogram of speech that describes this image. The final speech audio is obtained from the predicted spectrogram via WaveNet. Further, SAS uses recurrent neural network-based models such as LSTMs for speech production. We propose to investigate in this study the use of transformers for SAS models, given the superior performance of transformers for generating sequential data.
View Project10-arm-testbed
February 23, 2022 – December 1, 2022
Re-implement in Python the results presented in Figure 2.2 of the Sutton & Barto book comparing a greedy method with two -greedy methods (ε =0.01 and ε =0.1), on the 10-armed testbed, and present your code and results. Include a discussion of the exploration - exploitation dilemma in relation to your findings.
View ProjectTable-column-detection
March 15, 2021 – March 18, 2021
Table-column-detection — GitHub repository
View ProjectTable_detector
February 21, 2021 – March 22, 2021
To detect tables in a pdf using faster RCNN
View ProjectCultural Fit Analysis
The candidate's personal projects show a proactive learning attitude and self-driven exploration of various data science and machine learning topics. The diversity of projects, from computer vision to time series prediction and reinforcement learning, indicates a broad interest within the data science domain. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative work environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.