Hi There!

I'm Manjot Bedi

Full-Stack Software Developer Machine Learning Enthusiast Technical Content Writer

More About Me

Let me introduce myself.

Profile Picture

Hi👋, I'm Manjot! I am a Software Engineer who enjoys solving complex problems. I have nearly three years of professional experience as a software engineer, where I designed & developed high quality software systems. I am also an experienced researcher and have led teams to build neural-based models for detecting sarcasm, humor, and hate speech.

Profile

I am a 2nd year Master's student at Northeastern University with a graduation date in December 2023. I am experienced Software Developer interested in utilizing my skills to create simple solutions for complex problems.

  • Fullname: Manjot Bedi
  • Desired Job: Full-stack Developer(Frontend and Backend developer) NLP Engineer, Data Scientist, Data analyst
  • Linkedin: LinkedIn
  • Email: Email at
  • Github: Github Repo
  • Twitter: Twitter Link

Skills

I am skilled in Front-end and Back-end Software Development. I am on a journey to hone my Machine Learning/Data Scientist skills.

  • 95%
    Python
  • 95%
    HTML, CSS, Javascript
  • 90%
    Angular, React, Node JS
  • 90%
    Java
  • 90%
    Spring Boot, Microservices
  • 95%
    Oracle SQL, MySQL, NoSQL, MongoDB
  • 85%
    AWS, Azure cloud
Resume

More of my credentials.

My professional career as a developer started in 2018 with an overall experience of 3+ years. In my recent years of software engineering, I spent my time exploring other interesting computer science fields - primarily distributed systems where I focussed on creating backend services that could operate on a large scale and handle immense load and user-traffic. I am pursuing Masters degree and try to challenge my boundaries each day.

Work Experience

Head Graduate Teaching Assistant

January 2022 - Present

Northeastern University

  • Assisting professor creating assignments for a class of over 100 students.
  • Grading assignments and holding office hours to clear doubts.

Software Development Engineer

May 2023 - August 2023

Amazon

  • Architected and deployed a robust AWS Kinesis-based event ingestion system in Java, to enable real-time data processing, resulting in a 50% faster data analysis and improved decision-making capabilities.
  • Utilized Mockito and TestNG frameworks to write comprehensive Unit and Integration tests, ensuring the proper functioning of the backend service and achieved over 90% test coverage.
  • Reduced deployment time by 20% by implementing a CI/CD pipeline and enhanced reliability by implementing effective monitoring and alert mechanisms using AWS CloudWatch.

Software Development Engineer

June 2022 - December 2022

Data Ductus

  • Developed and optimized API connectors and WebSockets (REST, gRPC, Kafka) for Camunda BPM modeler, in Java and Python supported versions amplifying distributed systems capabilities, reducing response time by 40% and enhancing scalability for 5000+ concurrent users.
  • Incorporated analytics integration into GitHub CI/CD pipelines, using Docker, speeding up issue detection by 30%.

Research Associate

January 2020 - March 2021

Laboratory for Computational Social Systems

  • Led a team to build a neural-based model for detecting sarcasm and humor in a novel code mixed data. Achieved a remarkable F1 score of 96.37%, positioning the model in the top 5% compared to industry benchmarks.
  • Designed a neural recommendation model, achieving 25% faster user query responses using Elastic Search framework.

Software Engineer

July 2018 - January 2020

Wipro Technologies

  • Steered the development of web application features for a platform used by 48,000+ agents, ensuring zero downtime.
  • Streamlined database structures in MongoDB by employing AWS CDK to implement CloudFormation stacks, Glue crawlers, and IAM roles, leading to a 40% decrease in maintenance time and enhanced performance.

Education

Master Degree

September 2021 - Present

Northeastern University

Khoury College of Computer Scinencs, Boston, MA, USA

Bachelor Degree

August 2014 - June 2018

Jaypee Institute of Information Technology

Noida, India

Portfolio

Check Out Some of My Works.

Contact
Where to find me

Boston, MA
02128 US

Email Me At

bedi.m@northeastern.edu

Call Me At

Mobile: (+1) 857 376 9158