Harsh S
ML Engineer Preferred Title
$25.00 /hr $ 43.0K /yr Hourly Rate and Yearly Salary
Overview
Basic Summary
LD Talent History - Average Response Time 10.6 hours
- Average Count of Messages/Day 0.8
- Project Completion Rate 2/4
- Interview Acceptance Rate 4/6
- Timezone Overlap 12h PST, 12h UTC
- Desktop Windows
- Phone Android
- Member Since Mar 14, 2020
- Profile Last Updated Jul 25, 2020
- Last Activity April 26, 2025, 7:29 p.m. UTC
- Location India
Profile Summary
A Machine Learning engineer with experience in Deep Learning and Data Science. Application of analytical skills for problem solving keeps me passionately involved. I am interested in applying technology for real applications and always desire working in a fast paced, test-driven and collaborative engineering environment.
Skills
Total Experience: 8+ years
Machine learning (5E, 8Y, 2C)
5 experiences, across 8 years, with 2 coursesNatural language processing (2E, 8Y)
2 experiences, across 8 yearsDeep learning (7Y, 2C)
7 years of experience, with 2 coursesComputer vision (7Y, 1C)
7 years of experience, with 1 courseData Science (2E, 7Y)
2 experiences, across 7 years
Weekly Availability
Timezone Overlap with 06 - 21 per Week: 12h PST, 12h UTC
Day
Monday
Tuesday
Friday
Saturday
UTC
18 - 21
18 - 21
18 - 21
18 - 21
PST
11 - 14
11 - 14
11 - 14
11 - 14
Experience
Data Scientist
Employment
Jul 2018 - Present
American Express Company
Finance Industry
Project: Personalisation of offer campaigns
- Machine Learning: Built Machine learning models for personalised offers on American Express Cards
- Data Science: Perform Quantitative Analysis for designing offer construct
Data Scientist
Internship
May 2017 - Present
Maroon.ai Company
Technology Industry
Project: Data Science & NLP
- Machine Learning: Built model for text documents classification using Neural Networks and NLP.
- Natural Language processing: Developed algorithm for hierarchical clustering
Contributing Writer
Contract
Mar 2019 - Present
TowardsDataScience | Medium Company
Technology Industry
Project: Blog writing
- Data Science: Authoring articles revolving around Deep Learning, Machine Learning and Data Science in general
- Machine Learning: Been read by more than 2.5k readers, articles attract 1k+ views monthly with best read ratio of 63%
Student
Course Project
Feb 2018 - Present
IIT Delhi Company
Technology Industry
Project: Dominant Speaker Recognition in videos
- Extracted and prepared frame-wise data of 6 speakers (1500 images per speaker) via youtube using Opencv
- Computer vision: Used OpenCV's Classi er and a heuristic approach based on consecutive images' correlation to remove noise
- Deep Learning: Implemented Grad-CAM and t-distributed stochastic neighbor embedding (t-SNE) to visualize deep net
Student
Course Project
Jan 2018 - Present
IIT Delhi Company
Technology Industry
Project: Hard Coding Core Work-horses of Deep Neural network
- Machine Learning: Hard coded a feed forward neural network from scratch without using machine learning libraries
- Added Lasso, Ridge regularization, batch normalization and dropout to improve the working of DNN
Student
Course Project
Jan 2017 - Apr 2018
IIT Delhi Company
Finance Industry
Project: Thesis: Stock prediction using Deep Learning
- Prepared our own novel nancial news data via scraping web pages for several stocks and indexes
- Natural Language Processing: Experimented with several novel techniques to quantify text, namely, word2vec, tf-idf and sentiment scoring
- Machine Learning: Combined stock and text data using t-distributed stochastic embedding (t-SNE), fed into LSTM architecture
- Implemented CNN-LSTM taking several days' news as input to preserve both spatial and temporal component