Varsha Goalla

Software Engineer

College Station, Texas, United States5 yrs 3 mos experience

Key Highlights

Expert in Machine Learning and AI technologies.
Proven track record in developing scalable software solutions.
Strong background in robotics and automation projects.

Stackforce AI infers this person is a SaaS and Robotics specialist with a strong focus on AI-driven solutions.

Contact

varshagoalla@gmail.com LinkedIn

Skills

Core Skills

Machine LearningSpring BootFlaskReact.jsNode.jsRobotics

Other Skills

ARIMAAutodesk Fusion 360Autodesk InventorBootstrapCC++Cascading Style Sheets (CSS)Deep LearningHTML5JavaJavaScriptKerasKubernetesLarge Language Models (LLM)MIPS Assembly

Experience

Oracle

Member Of Technical Staff

Jul 2022 – Dec 2024 · 2 yrs 5 mos · Bengaluru, Karnataka, India

Oracle Cloud AI Services & Data Science Platform
Developed and productionized low-code ML operators in the oracle-ads library, enabling YAML-driven workflows for forecasting and anomaly detection on datasets up to millions of rows, integrating models (Prophet, ARIMA, NeuralProphet), and open-source libraries (AutoTS, and AutoMLX), optimizing data pre-processing and model performance, enabling reproducibility with model saving/loading and automated metrics/output reporting.
Designed and developed a Spring Boot–based REST API test automation framework for OCI Forecasting Service, deployed on OKE clusters. The framework enabled daily automated functional tests (reduced manual validation by 90% - >30 mins per day) and and on-demand benchmarking with custom datasets/environments/models; replaced limited 4-hour canary tests with scalable, flexible testing, improving validation for large time-series datasets and supporting service scaling.
Built a Flask-based debugging dashboard for Forecasting service that centralized pipeline data (tables, queues, DataFlow/MLFlow tasks, APIs, metrics, logs), reducing average debugging time by 75% (20+ mins to <5 mins).
Led migration of the console for Model Store, ML Pipelines, and Private Endpoints from a self-managed React plugin to an OCI-developed plugin. Built a Playwright-based framework that abstracted common UI test workflows into reusable components, enabling adoption across teams. Handled GA releases and canary deployments.

Deep LearningMachine LearningSpring BootFlaskKubernetesPython+1

Finsara

Software Development Intern - Stealth Startup

Feb 2022 – Mar 2022 · 1 mo

Designed and implemented APIs for quiz and cashback transactions, enhancing existing payment services with new features using Node.js and MongoDB.

Node.jsMongoDB

Oracle

Summer Intern - Oracle Cloud AI Services

May 2021 – Jul 2021 · 2 mos · Bengaluru, Karnataka, India

Designed and delivered a proof-of-concept React UI for OCI Forecasting AI Service, improving usability and responsiveness through Redux state management, React-Bootstrap, and Axios integration.
Enhanced forecasting accuracy for intermittent time series by implementing hybrid Croston models, replacing traditional exponential smoothing with advanced algorithms such as Prophet and ARIMA.

React.jsRedux.jsProphetARIMA

Robotics club, iit delhi

2 roles

Fresher's Coordinator

Aug 2020 – Jul 2021 · 11 mos

Trainee & Hostel Representative

Aug 2018 – Jul 2020 · 1 yr 11 mos

I'm grateful to be part of this dynamic team of talented and driven students, where I've worked on innovative projects, including a 4-wheeled semi-autonomous mecanum drive for ABU Robocon, an autonomous rope climbing robot, and a maze solving robot for IIT Bombay Techfest, pushing the boundaries of innovation.
As Fresher's Coordinator and Hostel Representative at IIT Delhi's Robotics Club, I spearheaded hands-on workshops for freshmen and mentored students on winter projects, guiding their journey in robotics.
This experience has not only deepened my passion for robotics but also honed my leadership skills and collaborative nature, allowing me to effectively work with diverse teams and drive projects to success.

Robotics