Bhumika Gupta

Software Engineer

Atlanta, Georgia, United States2 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in AI and Machine Learning applications.
  • Proven track record in building scalable, production-ready applications.
  • Strong foundation in Full-Stack Development with cloud-native systems.
Stackforce AI infers this person is a SaaS-focused Full-Stack Developer with expertise in AI and Machine Learning.

Contact

Skills

Core Skills

Full-stack DevelopmentCloud-native SystemsMachine LearningGame Development

Other Skills

FastAPILangChainJava Spring BootAWS ECS FargateDockerGitHub ActionsReact.jsPostgresLog AnalysisMicroservice Health MetricsDatabase Management System (DBMS)Microsoft ExcelOn-call SupportPython (Programming Language)Java

About

I am a Software Engineer with a strong foundation in AI, Machine Learning, and Full-Stack Development, holding an M.S. in Computer Science (GPA 3.96) from the University of Georgia. My expertise spans Python, Django, FastAPI, React, TypeScript, and cloud-native systems, with hands-on experience building scalable, production-ready applications. My work includes developing an Adaptive Lookahead Optimizer for deep learning training and a Tutor AI Agent powered by LangChain and Gemini, showcasing my ability to combine research-driven innovation with practical software engineering. I also have 2+ years of industry experience at Freshworks and WebCraft-IT, where I delivered end-to-end systems, REST APIs, and real-time data pipelines. I am passionate about building impactful, user-focused products and thrive in collaborative environments where cutting-edge technology meets real-world problem solving. Currently, I am seeking early-career Software Engineer roles (SDE-I / AI-ML / Full-Stack) to contribute to innovative teams driving growth and meaningful change.

Experience

2 yrs 10 mos
Total Experience
1 yr
Average Tenure
8 mos
Current Experience

Changing the present

Software Engineer

Sep 2025Present · 8 mos · New York, United States · Remote

  • Reduced on-call incident resolution time by 35% by building an internal log analysis platform using FastAPI and a LangChain-
  • based RAG pipeline with Postgres vector search to surface historically similar incidents.
  • ○ Designed and deployed Java Spring Boot microservices on AWS ECS Fargate, implementing container health checks and
  • auto-scaling policies to maintain 97.9% production uptime.
  • ○ Led on-call incident response by diagnosing production failures through AWS CloudWatch log analysis, restoring services in
  • under 15 minutes and preventing cascading outages.
  • ○ Automated build, test, and deployment workflows by implementing a Docker-based CI/CD pipeline with GitHub Actions,
  • reducing release cycles by 40% and minimizing manual deployment errors.
  • ○ Built a React.js monitoring dashboard to visualize microservice health metrics and aggregated logs in real time, enabling
  • faster issue detection and triage by support engineers.
  • ○ Increased automated test coverage from 60% to 85% by introducing JUnit/Mockito unit tests and enforcing structured code
  • reviews, catching defects earlier in the development cycle.
FastAPILangChainJava Spring BootAWS ECS FargateDockerGitHub Actions+3

University of georgia center for continuing education & hotel

Student Assistant

Sep 2024Dec 2024 · 3 mos · Athens, Georgia, United States · On-site

  • Responded to 100+ support emails weekly, addressing student concerns on platform navigation, course details, and policy clarification—ensuring timely and empathetic communication with a customer satisfaction rate over 95%.
  • Handled support email queries related to course registration, technical access, and institutional policies, demonstrating strong written communication and the ability to translate technical details for non-technical users.
  • Streamlined enrollment workflows for real estate and academic programs, reducing data entry errors by 30% and improving record update time by 40% through better structuring and automation in Excel.
Database Management System (DBMS)Microsoft ExcelOn-call Support

Id tech camps

Instructor @ Emory University

Aug 2024Aug 2024 · 0 mo · Atlanta, Georgia, United States · On-site

  • Mentored 100+ students on the machine learning principles and Python to high school students through real-world datasets and small projects.
  • Designed experiments around CNNs and RNNs using PyTorch; covered key evaluation metrics such as precision, recall, and confusion matrices.
  • Guided 40+ students in developing RPG Games using Python and Java (Processing.core) and supervised over 80 projects.
  • Delivered progress evaluations and guided student presentations and team collaboration.
Python (Programming Language)JavaMachine LearningNeural NetworksPyTorchData Science+9

University of georgia center for continuing education & hotel

Student Office Assistant

Jan 2024Apr 2024 · 3 mos · Athens, Georgia, United States · On-site

  • Provided real-time support during academic events (e.g., Science Fair, History Day, JSHS), overseeing check-in systems and ensuring accurate participant tracking through custom-built access sheets and ID systems.
  • Conducted detailed eligibility checks for 100+ student research papers in compliance with GSEF guidelines, ensuring submissions met formatting, originality, and topic relevance standards—supporting fair and accurate selection for academic competitions.
  • Managed and maintained data for 1,500+ students and 200+ judge registration records across MS Access, Excel, and performing routine data validation, consistency checks, and error resolution to ensure 100% accuracy in student registration systems.
  • Supported the technical and logistical execution of student events by generating dynamic reports, name tags, and participant materials, increasing registration efficiency and reducing manual errors by 25%
DatabasesData AnalysisMicrosoft ExcelAdobe PhotoshopSupport ServicesMicrosoft Access+1

Webcraft it

Software Developer

Apr 2022Jul 2023 · 1 yr 3 mos · Indore, Madhya Pradesh, India · On-site

  • Delivered a fully interactive Demo SAT module by designing and implementing a dynamic assessment engine in Python and React.js, supporting question randomization, real-time scoring, and detailed answer feedback to enhance user engagement during trial sessions.
  • Improved product adoption among education clients by integrating a flexible SAT demo mode into the existing application, utilizing PostgreSQL for storing user responses and generating personalized performance reports
  • Launched real-time user notifications by integrating WebSocket support into React.js front-end, allowing clients to receive instant status updates for high-priority workflows.
  • Streamlined event-driven features by building Kafka-based data pipelines, connecting distributed app modules for faster, reliable processing of user activity streams.
  • Enabled data-driven customer retention strategies by integrating scikit-learn ML models into Python back-end services, deploying the models via AWS Lambda, and building API endpoints for real-time inference.
Python (Programming Language)LangChainDjango REST FrameworkMachine LearningJavaScriptGenerative AI+4

Freshworks

2 roles

Graduate Trainee Software Engineer

Jul 2021Mar 2022 · 8 mos · Remote

  • Synchronized a custom Kanban board with a reusable Summary Model Ember.js component by implementing a Rails‑backed data pipeline, delivering real‑time swimlane updates across projects.
  • Reduced unauthorized access to legacy APIs by 40% through a Rails‑level user‑access filter backed by Redis session management and role‑based permission checks.
  • Designed and exposed a new project‑filter API in Ruby on Rails and consumed it in Ember.js to support legacy‑product workflows, improving feature discoverability for veteran customers.
  • Deployed nightly builds to an AWS staging stack using Docker containers fronted by Nginx and automated via Jenkins, cutting manual deployment time by 30%.
  • Architected an internal product‑view tool with Ruby, MySQL, Kafka events and Redis caching to automate data‑migration tasks, slashing manual effort by 27%.
Python (Programming Language)redisAmazon Web Services (AWS)JavaScriptRuby on RailsEmber.js+1

Software Engineer Intern

Mar 2021Jun 2021 · 3 mos · Remote

  • Engineered a Café Management web application with Ruby on Rails, MySQL and RESTful APIs, reducing order‑fulfillment errors by 25%.
  • Authored and maintained 200+ RSpec and Ember.js integration tests, driving test coverage to ninety‑plus percent and catching 30% more regressions pre‑release.
  • Partnered with product and PM teams to gather requirements and design Ember.js task‑details components that conditionally render GitHub activity charts, project associations and role‑based fields (epic, bug, test).
  • Completed intensive training in AWS, JavaScript, Python, Ember.js and Jenkins, and integrated a Jenkins‑based CI/CD pipeline to automate builds, tests and deployments.
Python (Programming Language)redisAmazon Web Services (AWS)JavaScriptRuby on RailsEmber.js+1

Education

University of Georgia - Franklin College of Arts and Sciences

Master's degree — Computer Science

Aug 2023May 2025

Mahakal Institute of Technology,Karcha Farms Village Datana, Behind Air Strip, Dewas Road, Ujjain

Bachelor of Technology - BTech — Computer Science and Engineering

Jan 2017Jan 2021

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