Shefalika G
Machine Learning Engineer Preferred Title
$31.25 /hr $ 9.0K /yr Hourly Rate and Yearly Salary
Overview
Basic Summary
LD Talent History - Average Response Time 12.0 hours
- Average Count of Messages/Day 0.3
- Project Completion Rate 2/4
- Interview Acceptance Rate 4/6
- Timezone Overlap 20h PST, 34h UTC
- Code Quality 60%
- Soft Skill Attributes 60%
- Expertise 2/3
- Coding Challenges 60%
- No. of Lifelong Learning Projects 2
- No. of Coding Challenges Completed 2 More details
- Desktop Linux
- Phone Android
- Member Since Dec 14, 2019
- Profile Last Updated Sep 01, 2020
- Last Activity June 26, 2021, 12:26 a.m. UTC
- Location Nepal
Profile Summary
I love solving taking up challenges in the field of Machine learning, deep learning, computer vision and healthcare analytics.
Skills
Total Experience: 6 years
Deep learning (3E, 4Y)
3 experiences, across 4 yearsMachine learning (3E, 4Y)
3 experiences, across 4 yearsTensorflow (2E, 3Y)
2 experiences, across 3 yearsData Science (3Y)
3 years of experiencescikit-learn (3Y)
3 years of experienceComputer vision (2E)
2 experiencesUnity Augmented Reality Design and Development
Augmented Reality AR
PyTorch
Weekly Availability
Timezone Overlap with 06 - 21 per Week: 20h PST, 34h UTC
Day
Sunday
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
UTC
04 - 13
13 - 17
13 - 17
13 - 17
13 - 17
13 - 17
04 - 13
PST
21 - 06
06 - 10
06 - 10
06 - 10
06 - 10
06 - 10
21 - 06
Vetting
- Interview Data
- Agile Development Process
- Productivity and Responsiveness
- Teamwork
- Software Engineering
- Logical Thinking
- Technical Strength
- Intellectual Merit
- English Communication
- Documentation
- System Design
- Coding Challenges60%
- Algorithms Score60%
- General Score60%
- Easy Algorithm
- Correctness60%
- Performance60%
- Medium Algorithm
- Correctness60%
- Performance60%
- Hard Algorithm
- Correctness60%
- Performance60%
- Expertise2/3
- Design Patterns and Architectures2/3
- Debugging2/3
- Stack Traces2/3
- Testing2/3
- System Administration2/3
- Soft Skill Attributes60%
- Entrepreneurial60%
- Whole Brained60%
- Divergent Thinking / Creativity60%
- Design Ability60%
- Empathy60%
- Project Management Ability60%
- Security60%
- Code Quality60%
- Complex Logic60%
- Models60%
- Controllers60%
- Templates60%
- APIs60%
- Training/Testing Data Models60%
- Code Readability60%
- Ongoing Evaluation
- Number of Lifelong Learning Project2
- Number of Coding Challenge Completed3
Experience
Software Engineer - Machine Learning
Employment
Mar 2020 - Present
Deerwalk Inc. Company
Healthcare Industry
Project: Machine Learning Development
- Working on projects related to development of predictive machine learning models for usage in healthcare analytics.
- Working with cloud technology.
- Using tensorflow, pytorch, scikit-learn to build models.
- Use of machine learning and deep learning technology.
- Use of data science to prepare datasets for the tasks.
Machine Learning Engineer
Passion Project
May 2019 - Aug 2019
Omdena Company
Food and Agriculture Industry
Project: UNWFP - Food Crop Detection and assessment
- Use of satellite images and performing computer vision techniques on them
- use of latest deep learning technology for computer vision and machine learning for data refinement using tensorflow and pytorch.
- Project hosted by United Nations World Food Program (WNWFP) with the objective of tracking loss of food crops by natural calamities
Vision and Deep Learning Engineer
Employment
Jun 2018 - May 2019
Paracosma Inc. Company
Arts and Entertainment Industry
Project: Computer Vision and Deep Learning for Augmented Reality Projects
- Working on projects related to development of deep learning and computer vision systems for the augmented reality applications.
- Augmented Reality AR apps created using unity augmented reality design and development.
- Use of machine learning and deep learning to create and implement models.