Shubhangi S.

Founding Engineer @ Orion

About

My background is in Mathematics and Computer Science (Oxford & FLAME), and I currently work as Founding Engineer at Orion, building real-time site-level risk intelligence. My recent work focuses on geospatial intelligence, data infrastructure, and production ML systems. Previously, I’ve worked on social media safety and NLP (bullying, mental health, sentiment, spam), ML research (VAEs, feature selection for bioinformatics), applied analytics, and brief entrepreneurial experiments in personalization and education access. I’ve co-authored two publications, including a best-paper-winning study on mergers & acquisitions and earlier work on protein function prediction. I’m also active in STEM outreach and widening access to higher education, drawing on several years of student leadership. Happy to connect with people exploring related questions in data, ML, or STEM education and access 🔭.

Country

City

United Kingdom

Industry

Higher Education

Skill

Go (Programming Language), PyTorch, Data Architecture, Database Design, Data Streaming, Data Warehouse Architecture, Real-time Data, Distributed Systems, Extract, Transform, Load (ETL), Continuous Integration and Continuous Delivery (CI/CD), Docker, Application Programming Interfaces (API), Back-end Operations, Functional Programming, Object-Oriented Programming (OOP), Data Structures, TensorFlow, Public Speaking, Public Engagement, Academic Publishing

Experience

Founding Engineer

Orion

2025-8 - Present · 1 yr 2 mos

London Area, United Kingdom

Data & ML Engineer

Orion

2024-11 - 2025-8 · 10 mos

London Area, United Kingdom

Data Engineer

Orion

2024-4 - 2024-11 · 8 mos

London Area, United Kingdom

Machine Learning Researcher

FLAME University

2023-9 - 2023-9 · 1 mo

Pune, Maharashtra, India

- Researched and programmed generative and reconstructive applications of Variational Auto-encoders (VAEs) and associated algorithms.

Machine Leaning Engineer

Natter.

2023-6 - 2023-9 · 4 mos

London, England, United Kingdom

- Gathered and curated data from various sources. - Constructed, compared, and fine-tuned machine learning models. - Engineered custom models for: - Detecting social media bullying. - Identifying mental distress in text. - Spotting advertising content. - Analyzing sentiment. - Effectively communicated insights through documentation and presentations to diverse stakeholders.

Research Intern

FLAME University

2021-8 - 2023-5 · 1 yr 10 mos

Pune, Maharashtra, India

Research Intern to three professors in the Computer Science and Business Analytics Departments throughout my degree. I assisted them on various intensive projects and my work involved developing machine learning algorithms, predictive data analysis, data mining, drafting and editing research papers etc.

Founder

PrintedCraft

2020-7 - 2023-1 · 2 yrs 7 mos

Bengaluru, Karnataka, India

Founded PrintedCraft in 2020 to cater to the growing need for personalization for Indian consumers. The venture offers customers the ability to personalize and print on various products like mobile phones, apparel, wall art, etc. Part of proceeds to towards various charitable organizations and causes.

Back End Developer

HerKey

2022-5 - 2022-7 · 3 mos

Bengaluru, Karnataka, India

•Implemented user interfaces for a web-based application using the Flask framework. •Responsible for creating databases and querying them using PostgreSQL. •Configured, deployed and monitored scaleable applications on AWS using EC2, S3, load balancers, cloud watch and SNS services.

Researcher

Centre for Knowledge Alternatives, FLAME University

2021-10 - 2022-4 · 7 mos

- Conducted a district cultural mapping of Kolhapur as a part of the Discover India Project at FLAME University. - Extracted government data, used Tableau to present it graphically, and wrote sector-wise report on the Kolhapur district.

Co-Founder

UnisphereCo

2020-6 - 2020-12 · 7 mos

Bengaluru, Karnataka, India

Created an online student-run initiative to provide resources for the undergraduate college application process through a series of interactive online sessions, blogs, and other engaging activities covering a wide range of university-related topics.