Shubham Singh
Chandigarh, India
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I am an AI Product Engineer, Machine Learning Engineer, and Open-Source Maintainer with a strong interest in building products at the intersection of AI, developer tooling, and distributed systems. Alongside my engineering work, I am a 4x Hackathon Winner, President and Head of the Technical Society at IIIT Sonepat, where I lead technical initiatives and work closely with students on community-driven projects.
My experience spans open source, research, and startup engineering. I was a Google Summer of Code 2025 contributor at Sugar Labs and now serve as a maintainer, and I currently work as a Google Summer of Code 2026 Machine Learning Engineer with PySAL. I have also worked across Gemnar, Veda AI, Dualite, and WorldQuant, with broader interests in Applied Machine Learning, Quantitative Research, GPU/CUDA Computing, LLM Infrastructure, and Developer Tooling.
Experiences
Full-stack
Stack
AI Product
Focus
Hybrid
Mode
Intern
Role
- •Built production-grade features across frontend, backend, and AI workflows
- •Developed full-stack applications using React or Next.js with Node.js and Python
- •Designed APIs, database schemas, and system workflows for startup product needs
- •Integrated LLM pipelines, embeddings, and automation into the core product
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GWPCA
Module
GSoC 2026
Program
PySAL
Library
Active
Status
- •Built the GWPCA module in PySAL for spatially-aware dimensionality reduction
- •Implemented kernel weighting and bandwidth selection for local PCA stability
- •Integrated testing and documentation following NumFOCUS standards
100+
Factor Combos
Alpha Signals
Focus
Quant
Domain
Part-time
Mode
- •Designed and evaluated quantitative alpha signals using statistical modeling and feature engineering
- •Experimented with 100+ factor combinations to identify predictive patterns in financial time-series data
- •Optimized weighting and filtering strategies to improve signal robustness and out-of-sample stability
-80%
Production Time
-40%
Workflow Friction
Founder
Role
Startup
Mode
- •Founded and engineered Gemnar, a UGC AI advertisement generation platform
- •Reduced ad production time by 80% with multi-model AI pipelines
- •Designed a node-based 2D visual editor and startup infrastructure for scalable SaaS workflows
- •Improved generation reliability and reduced workflow friction by 40% through rapid iterations
100+
Sites
#2 / #3
Launches
n8n
Automation
4 mo
Term
- •Built and shipped production-grade websites including Product Hunt tutorial and Build Wars
- •Deployed 100+ creative websites and wrote tutorials and documentation for client onboarding
- •Automated marketing workflows using n8n, Make.com, Vapi, and Mail Suite
- •Contributed to early product work around Pehchaan AI
13,000+
LOC
30+
Merged PRs
~35%
Perf Gain
Live
Site
- •Built and maintain version 2 of the official Sugar Labs website
- •Led architecture, frontend, backend, and deployment for a global open-source platform
- •Contributed 13,000+ lines of production code and merged 30+ pull requests
- •Improved page load performance by roughly 35% and now support thousands of monthly visitors
GSoC 2025
Program
<200ms
Latency
+30%
Accuracy
-40%
Onboarding
- •Developed an assistive computer vision-based educational system enabling visually impaired children to learn music using tactile Lego blocks
- •Built a JavaScript-based block-to-audio mapping engine translating physical Lego arrangements into real-time musical notes with under 200ms response latency
- •Designed and implemented image processing pipelines and audio feedback mechanisms to improve tactile-to-audio recognition reliability
- •Created project documentation and interactive tutorials, reducing onboarding time for new contributors by roughly 40 percent
President
Role
Technical Lead
Focus
On-campus
Mode
Student Community
Scope
- •Lead technical initiatives across the student developer community at IIIT Sonepat
- •Mentor fellow students and coordinate development activities across society projects
- •Help organize workshops, events, and hands-on sessions around engineering and problem solving
- •Strengthened leadership, communication, and decision-making through active community building
Projects
Gemnar
Founded and engineered Gemnar, a UGC AI ad generation platform that helps brands create high-conversion video ads with multi-model AI pipelines and a node-based editor.
Sugar Labs Website
Built and maintain version 2 of the official Sugar Labs website, modernizing the platform for a global open-source education community.
Spacial Neuro Evolution
Built a neuro-evolution project exploring spatial learning and evolutionary experimentation through iterative model design and research-driven implementation.
Cronex
Built an AI-native automation platform for the Cronos blockchain, combining visual workflows, x402 payment gates, and autonomous agents for self-paying onchain services.
GitHub Activity
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Open Source Contributions
Skills & Technologies
React
Next.js
Django
Express
Node.js
PostgreSQL
MongoDB
Redis
AWS
Tailwind
Docker
n8n
JavaScript
TypeScript
Python
Java
C++
Git
GitHub
Vercel
Linux