Umang Kumar

Software Engineer

New Delhi, Delhi, India1 yr 10 mos experience

Key Highlights

Achieved 90% increase in returns pickup efficiency.
Developed CNN model with 80% accuracy for stock predictions.
Redesigned onboarding process, eliminating code-level modifications.

Stackforce AI infers this person is a Backend-focused Software Engineer with expertise in E-commerce and Finance sectors.

Contact

Skills

Core Skills

Web DevelopmentMachine LearningPython Development

Other Skills

MongoDBSpring BootPython (Programming Language)AlgorithmsData StructuresJavaApache KafkaGitAnalytical SkillsMatplotlibpandasRedux.jsC++Data AnalyticsMathematical Modeling

About

A competitive programmer and web development enthusiast who thrives in fast-paced environments, leveraging a competitive edge to push the boundaries of what's possible.

Experience

1 yr 10 mos

Total Experience

1 yr 10 mos

Average Tenure

1 yr 10 mos

Current Experience

Meesho

3 roles

Software Development Engineer II

Jul 2025 – Present · 11 mos · Bengaluru, Karnataka, India · On-site

Software Development Engineer I

Promoted

Jul 2024 – Jun 2025 · 11 mos · Bengaluru, Karnataka, India · On-site

Designed and developed reallocation Infra for unpicked(likely) Returns - increasing returns pickup by 90%.
Lead and developed BRP Guardrails for low quality and high returned products to protect user experience - touching critical user facing system and adapting federated architecture for very high throughput systems.
Conceptualised and migrated the most critical returns approval flow as part of DB bifurcation - additionally configured retries and exception handling.
Implemented multiple optimizations in critical returns and claims flows as part of sale readiness, ensuring they are failure-resilient with faster failovers and improved reliability.

Software Engineer

Jan 2024 – Jun 2024 · 5 mos · Bengaluru, Karnataka, India · On-site

Developed Branded Packaging relinking flow - achieved 62% reduction in weekly scan failures (RTO cases, canceled orders, and damaged packets), increased OC coverage by 0.3% weekly, and enabled adoption by ~20% of BP active sellers, saving top sellers up to ₹18,000/month.
Completely redesign the Branded Packaging vendor/packet_type onboarding process to be config-driven eliminating the need for code-level modifications for future onboarding.

MongoDBSpring BootWeb Development

K2q capital limited

Research And Development Intern

Jun 2023 – Aug 2023 · 2 mos · London, England, United Kingdom · Remote

Achieved 80% accuracy by developing a CNN model to predict future stock performance and optimised existing code for enhanced efficiency.
Developed a highly efficient Stock Analysis program with customisable plotting, utilising optimised techniques for large datasets.
Created web scraping tools for extracting and calculating monthly contracts from Cboe and filtering ticker information from the NASDAQ website.

Python (Programming Language)Machine Learning

Imocha

Problem Setter

Jan 2023 – May 2023 · 4 mos · Remote

AlgorithmsData Structures

Conroy india technologies pvt ltd

Python Developer

Jun 2021 – Aug 2021 · 2 mos · Remote

Developed components for an Applicant Tracking System (ATS) using advanced Python techniques,
including resume analysis with XY-Cut and RLSA.
Built a web scraper for Crime and Criminal Tracking Network and Systems (CCTNS) using Python, contributing to data collection efforts.
Created a high-speed Python script for bulk converting doc/docx to PDF using multiprocessing.

Python (Programming Language)AlgorithmsPython Development