Aayush S
The star rating is a representation of the overall rating, calculated as the mean of the client satisfaction rating, the average client interview rating, and internal interview scores.
The client satisfaction rating is the weighted average of client ratings, with weights based on reviewed work hours. When no client rating exists, the approval fraction (approved vs. reviewed work hours) determines it.
If the client satisfaction rating exceeds the overall rating, it becomes the star rating. In the absence of client ratings, if the average client interview rating is higher than the overall rating, it becomes the star rating. If no data is available, the star rating defaults to the internal interview score.
The client satisfaction rating is the weighted average of client ratings, with weights based on reviewed work hours. When no client rating exists, the approval fraction (approved vs. reviewed work hours) determines it.
If the client satisfaction rating exceeds the overall rating, it becomes the star rating. In the absence of client ratings, if the average client interview rating is higher than the overall rating, it becomes the star rating. If no data is available, the star rating defaults to the internal interview score.
Software Engineer Preferred Title
$25.00 /hr $ 30.0K /yr Hourly Rate and Yearly Salary
Overview
Basic Summary
LD Talent History - Worksession Approval 100.0%
- Average Response Time 9.7 hours
- Average Count of Messages/Day 0.8
- Project Completion Rate 2/4
- Interview Acceptance Rate 4/6
- Timezone Overlap 20h PST, 22h UTC
- Earned Hours 38.50
- Desktop Linux
- Phone Android
- Member Since Feb 14, 2019
- Profile Last Updated Jan 16, 2023
- Last Activity Jan. 16, 2023, 8:04 p.m. UTC
- Location Singapore
Profile Summary
I have been working as a Machine Leaning Engineer for several years and have a great interest in Data Science domain. I also enjoy working as a backend developer and have built some accurate and scalable products for my clients in past.
Skills
Total Experience: 8+ years
Python (5E, 6Y)
5 experiences, across 6 yearsMachine learning (5E, 6Y)
5 experiences, across 6 yearsJavaScript (2Y)
2 years of experienceHTML (2Y)
2 years of experienceCSS (2Y)
2 years of experienceComputer vision (2E, 2Y)
2 experiences, across 2 yearsTensorflow (2E, 2Y)
2 experiences, across 2 yearsData mining
Android native app development
React
Angular
Artificial intelligence
Weekly Availability
Timezone Overlap with 06 - 21 per Week: 20h PST, 22h UTC
Day
Sunday
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
UTC
12 - 18
18 - 20
18 - 20
18 - 20
18 - 20
18 - 20
12 - 18
PST
05 - 11
11 - 13
11 - 13
11 - 13
11 - 13
11 - 13
05 - 11
Experience
Software Engineer
Employment
Jan 2018 - May 2019
Singapore Management University Company
Education Industry
Project: Reinforcement Learning Domain
- Used python to build reinforcement learning models to train the game
- Used Machine Learning to figure out the next optimal move in the game
LD Experience
Client Projects
Developer
Contract
Jan 2021 - Aug 2021
Ingage Client's Company/Project
Extremely talented individual, schedules and work rhythms simply didn’t align in terms of our product needs. Will definitely look to re-engage with Aayush on a few months! Greatly appreciate all his efforts.
Developer
Contract
Feb 2019 - Aug 2019
Phocys Client's Company/Project
Arts and Entertainment Industry
- Developed state-of-the-art machine learning algorithm to classify the clothes in python.
- Artificial Intelligence was used to predict the class of clothes after forming the model
- Machine Learning algorithm called CNN was used which comes under computer vision
- Computer vision is a part of CNN. There are other algorithms as well
- Tensorflow is the library in python used to create ML models
Video Projects
How to implement django-tenant-schemas with a fixed URL
Sep 2020 - Jan 2022
Frontend Developer
Technology
- Python
- Machine learning
- JavaScript
- HTML
- CSS
- Computer vision
- Tensorflow
- Led user research for a new construction site documentation tool.
- Hosted workshops to synthesize user insights into design requirements.
- Designed 3D concepts and built prototypes to investigate new tool form factors.
- Researched existing digital solutions and prioritized key features for app release.
LD Ventures
Thea
Sep 2020 - Jan 2022
Frontend Developer
Technology
- Python
- Machine learning
- JavaScript
- HTML
- CSS
- Computer vision
- Tensorflow
- I used the Django Rest Framework to create a multi tenant API with the aid of the django-tenant-schemas package.
- I used the Postgres Database as the persistence layer and specifically the PostgreSQL Schemas to ensure that all tenants using the API had their data.
- I used the REST architecture in designing my API.
- Researched existing digital solutions and prioritized key features for app release.
Qualifications
Education
IIIT Hyderabad
Jul 2012 - Apr 2016
B.Tech in Computer Science
Reviews
Client Project Reviews
Ingage
Extremely talented individual, schedules and work rhythms simply didn’t align in terms of our product needs. Will definitely look to re-engage with Aayush on a few months! Greatly appreciate all his efforts.