Summary
Overview
Work History
Education
Skills
Certification
Projects
Timeline
Intern

Amreesh Kumar

Machine Learning Engineer
Bahraich,Uttar Pradesh

Summary

Innovative software engineer offering more than one year of experience in machine learning and deep learning flow. Seasoned professional with background in full data science life cycle. Quickly learns and masters new technologies while working in a team and self-directed things.

Overview

2
2
years of professional experience
4
4
years of post-secondary education
6
6
Certifications
2
2
Languages

Work History

Software Engineer - Machine Learning

Gs Lab Ltd
Pune, Maharastra
07.2021 - Current
  • Reviewed project specifications and designed technology solutions that met or exceeded performance expectations.
  • Gathered and defined customer requirements to develop clear specifications for project plans.
  • Applied loss functions and variance explanation techniques to compare performance metrics.
  • Developed robust, scalable, modular and API-centric infrastructures.
  • Developed ML algorithms to analyze huge volumes of historical data to make predictions .
  • Wrote clean, clear and well-tested code for Projects.
  • Modeled predictions with feature selection algorithms.

Engineer Intern

Gs Lab Ltd
Pune, Maharashtra
01.2021 - 07.2021
  • Studied new technologies to support machine learning applications.
  • Prototyped machine learning applications and quickly determined application viability.
  • Transformed raw data to conform to assumptions of machine learning algorithm.

Education

Bachelor of Technology - Computer Science Engineering

Lovely Professional University
Punjab
07.2017 - 05.2021

Skills

    Scikit-learn

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Certification

Applied machine learning : Applied AI

Projects

Project : AI Based Interview (december – April , 2022)

Technologies used : Python , Machine Learning , Deep Learning , Flask

Description :

The project was focused on developing solution to automate the entire hiring process of a candidate starting from resume screening to conducting automated interviews.

Responsibilities:

· Collecting and Scrapping data for the Resume Shortlisting

· Work on audio and text for the automated Interviews


Project : Log Anomaly Detection( August 2021 – Nov,2021)

Technologies used : Python , Machine Learning , MongoDB ,Docker

Description :

In this project we were fetching live logs of e-commerce website from elastic search database . Then we detect anomalous logs and stored it in MongoDB . We also integrated slack so that we can notify user of any anomaly detected with detail information .

Responsibilities:

· Converting logs in structured format

· Model for anomaly detection


Project : Automated Data Pipeline( July 2021 , Aug, 2021)

Technologies used : Python , ML-libraries , Flask API

Description :

Project was designed by automating most of the data processing part , ADP enables business users to implement machine learning solutions with ease , thereby allowing an organization’s machine learning engineers to focus on modelling. No need to code for feature mapping , feature conversion , imputation , EDA , balancing , and Scaling of data. ADP helps end users by providing data pipelines that has been fitted on train data and will generate processed data points for future unseen data.

Responsibilities:

· Worked on Text preprocessing , EDA

· Worked on Test pipeline

Timeline

Software Engineer - Machine Learning

Gs Lab Ltd
07.2021 - Current

Applied machine learning : Applied AI

03-2021

Tensorflow : Udemy

02-2021

Engineer Intern

Gs Lab Ltd
01.2021 - 07.2021

Neural Networks : Coursera

06-2020

Data Science : UpGrad

03-2020

Advanced machine learning : Simplilearn

01-2020

Data structure and algorithms: Coding Ninjas

01-2020

Bachelor of Technology - Computer Science Engineering

Lovely Professional University
07.2017 - 05.2021
Amreesh KumarMachine Learning Engineer