Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Timeline
Generic

Shreya Singh

Bangalore

Summary

Backend developer with four years of hands-on experience in designing scalable, high-performance systems, and building full-stack applications. Expertise in Python, Node.js, TypeScript, and C++, with a strong foundation in data structures, algorithms, system design, and cloud computing. Proven track record of automation, performance optimization, and driving end-to-end project execution. Open to backend, full-stack, and AI/ML roles.

Overview

5
5
years of professional experience
1
1
Certification

Work History

R&D Software Engineer

Broadcom
Bangalore
07.2021 - Current
  • Designed and developed scalable backend services and RESTful APIs using Node.js and TypeScript, improving system performance and supporting cross-team integrations.
  • Enhanced product capabilities by implementing new features using Python and Django, contributing to faster customer issue resolutions.
  • Automated leadership reporting by building a Python-based tool to auto-generate PowerPoint reports, reducing manual reporting effort by 80%.
  • Migrated large code repositories and services during company merger – GitLab to GitHub, Perforce to Git), strengthening expertise in DevOps, CI/CD pipeline management, and repository consolidation.
  • Built a chatbot leveraging NLP techniques for the internal customer channel, enabling automated resolution of common customer issues and improving support team efficiency.
  • Created custom data dashboards on Apache Superset, delivering real-time insights into product usage, system metrics, and operational health.
  • Built a test orchestrator that streamlined internal test frameworks and CI/CD pipelines, improving release stability and reducing regression defects.
  • Drove a full-fledged innovation project on Change-Based Testing using ML, achieving 95% prediction accuracy on non-release branches, collaborating with tech leaders and presenting solutions to senior leadership.
  • Handled high-severity production issues as part of PagerDuty on-call rotations, maintaining 99.9% system uptime.
  • Gained experience working with high-volume data stores using ClickHouseDB for analytics and MongoDB for scalable document storage and fast data access.
  • Contributed to full-stack feature development with Angular for dashboards and UI improvements as a beginner, continuously learning frontend technologies.
  • Actively mentored junior engineers, fostering a collaborative and growth-oriented team culture.
  • Participated in company-wide hackathons and pitch-a-thons, showcasing innovative solutions.

Technical Intern

McAfee
Bangalore
01.2021 - 06.2021
  • Built a phishing detection framework from scratch using Triplet Convolutional Neural Network – CNN, significantly improving phishing website detection accuracy.
  • Collected a large dataset of top websites and phishing URLs using Selenium web scraping, which was then processed, cleaned, and used for model training to achieve high classification accuracy.
  • Presented the project at McAfee Global Innovation Summit 2021, winning 2nd prize for innovation.
  • Technologies Used: Python, TensorFlow, scikit-learn, Selenium, pandas, NumPy

Education

M.Tech - Computer Science

Motilal Nehru National Institute of Technology
Prayagraj
01.2021

B.Tech - Computer Science

Kalindi College
Delhi
01.2017

Skills

    Languages: Python, TypeScript, JavaScript, C
    Frameworks & Libraries: Nodejs, Django, Expressjs
    Backend & Data: REST APIs, Kafka, Elasticsearch, PostgreSQL, MongoDB, ClickHouse
    DevOps & Tools: Git, GitHub, GitLab, Perforce, Jenkins, Docker, Kubernetes, CI/CD, Apache Superset, Selenium

Accomplishments

  • McAfee Global Innovation Summit 2021: won 2nd prize for innovative phishing detection framework
  • Won the At Our Best Award at VMware

Certification

  • Advanced Certificate Programme in Cloud Computing – IIIT Bangalore (2022)
  • Academy Accreditation - Generative AI Fundamentals from Databricks

Timeline

R&D Software Engineer

Broadcom
07.2021 - Current

Technical Intern

McAfee
01.2021 - 06.2021

M.Tech - Computer Science

Motilal Nehru National Institute of Technology

B.Tech - Computer Science

Kalindi College

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