# Aditya Bhumbla > Geospatial and Mapping Software Location: San Francisco, California, United States Profile: https://flows.cv/adityabhumbla Experienced Software Engineer and Data Scientist with a demonstrated history of working in various sectors of the tech industry, with a focus on Geospatial. Strong grasp of engineering best practices and big picture thinking. Proficient in Python and TypeScript as well as other languages (Java, SQL, C), computational infrastructure for data pipelines (Dask, Prefect, Kubernetes, Helm), frontend web development (React, JSX, CSS) and geospatial technologies (H3, deck.gl, PMTiles). Knowledgeable and skilled engineering professional with a Bachelor of Science (B.S.) focused in Computer Science and Math/Statistics from University of California, Berkeley. ## Work Experience ### Senior Software Engineer @ Forerunner Jan 2024 – Present Helping communities mitigate hazards and plan for climate resilience ### Senior Software Engineer @ Foursquare Jan 2022 – Jan 2024 Developing geospatial analytics capabilities for Foursquare Studio, allowing customers to pull in data in all formats into a cutting-edge visualization and exploration tool. Contributing to the entire software stack from backend data processing to frontend interfaces to compute infrastructure configuration. ### Software Engineer @ Mapbox Jan 2021 – Jan 2021 | San Francisco, California, United States Worked on the Raster team, designing and building a complete raster data stack for elevation data, satellite/aerial imagery, and weather data. Built and maintained high performance processing code to ingest data and low latency highly-available APIs to serve it. ### Data Engineer @ Replica Jan 2020 – Jan 2020 Integrated many different sources of data into pipelines to build and evaluate sophisticated data simulations for city transportation networks. Built tooling to verify data integrity and coordinate large and complex computations at scale. Projects Data-Product ETL Pipeline: Designed/implemented an ETL pipeline to move generated models from raw form in Google BigQuery to a fast production database backing the end-user platform. Used Prefect to manage the dataflow DAG which ran on Dask/Helm/K8S. Artigraph: Helped design and begin implementation of a data dependency and metadata tracking library. Rather than being computation-centric like most dataflow libraries (Airflow, Prefect), this is intended to be data-centric. It focuses on the semantic relationship between different artifacts, abstracting out (and providing implementations for) different storage backends, file formats, and in-memory representations. ### Data Scientist @ Proofpoint Jan 2018 – Jan 2020 | Sunnyvale Helped develop and grow new machine learning solutions for cybersecurity and provide input on how to better manage and organize data for ease in analysis to improve overall efficacy Projects Automated Phishing Scam Detection System: Helped deploy and evaluate Random Forest based detection system to identify credential phishing at very high accuracy rates and very low FP rates Threat Timeline Analysis: Developed infrastructure and data storage schema to correlate many internal events to better gain insight into performance and efficacy of legacy systems without adequate prebuilt monitoring. ### Data Science Intern @ A10 Networks, Inc Jan 2017 – Jan 2017 Applied machine learning and data science techniques to predict customer activity and generate consistent data for internal purposes Projects Machine Learning for Network Traffic Analytics: Used LSTM recurrent neural nets to predict and analyze network activity, including anomaly detection and future resource usage models ### Programmer @ UC Berkeley Jan 2016 – Jan 2016 ### Desktop Support Consultant @ UC Berkeley Jan 2015 – Jan 2016 ### Data Science Intern @ Peel Jan 2016 – Jan 2016 Projects Clustering Content in User Space: Used spherical K-Means to cluster TV shows and movies in high dimensional user space to generate categories of content viewed in common. ### Programming Intern @ Lam Research Jan 2015 – Jan 2015 ### Explainer @ Exploratorium Jan 2013 – Jan 2013 ## Education ### Bachelor of Science (B.S.) in Computer Science, Engineering Math and Statistics University of California, Berkeley Jan 2014 – Jan 2018 ## Contact & Social - LinkedIn: https://linkedin.com/in/aditya-bhumbla --- Source: https://flows.cv/adityabhumbla JSON Resume: https://flows.cv/adityabhumbla/resume.json Last updated: 2026-03-20