Open to opportunities

Sumeet Singh

@sumeetsingh2

Computer Science Engineering undergraduate building machine learning and full-stack products with neuromorphic and cloud-ready impact.

India

Message

What I'm looking for

I’m looking for an entry-level role where I can build ML models (including neuromorphic approaches) and ship full-stack products, collaborate in a learning-focused team, and grow through hands-on mentorship.

I’m a Computer Science Engineering undergraduate building practical machine learning and full-stack products. I’m drawn to work where experimentation matters—whether it’s neuromorphic learning or shipping reliable, cloud-deployed user experiences.

I built a Spike Based Image Classification system using spiking neural networks and neuromorphic computing concepts. My best MNIST-LIF-Surrogate model achieved 97.92% test accuracy, and I benchmarked Surrogate Gradient Learning against R-STDP across eight configurations, improving both accuracy and convergence stability.

I also developed VAYU-M, a wildlife migration analytics platform that processes 12K+ georeferenced biodiversity records. The pipeline runs multiple classifiers (6 algorithms) and reached 93.8% accuracy, while my geospatial visualization mapped 7 critical migration corridors using Matplotlib and GeoPandas.

On the product side, I created CloudCommerce, a cloud-deployed e-commerce platform integrating secure payments and real-time authentication. Using React, Node.js/Express, AWS S3 + CloudFront, and PayPal REST API, I delivered a responsive SPA with cart state management and Firebase integration; I also bring leadership through roles like Sports Coordinator and Treasurer.

Experience

Work history, roles, and key accomplishments

Current

Treasurer

Current

Cyber Security Alliance

Managed club finances, including budgeting, fund allocation, and expense tracking for workshops, CTF competitions, and cybersecurity awareness events.

Financial Management Budgeting Financial Reporting

Current

Sports Coordinator

Current

Jaypee Youth Club (JYC)

Coordinated inter and intra-college sports events by managing scheduling, registrations, and logistics for 200+ student participants.

Event Management Scheduling Logistics Coordination Team Coordination Stakeholder Management Problem Solving

Spike Based Image Classifier

Spike Based Image Classification

Jan 2026 - May 2026 (4 months)

Designed a deep spiking neural network using LIF/ALIF neuron models for MNIST and CIFAR-10, achieving 97.92% test accuracy. Benchmarked surrogate gradient learning vs R-STDP across 8 configurations to improve accuracy and convergence stability.

PyTorch SnnTorch Python MNIST CIFAR 10 SNNTorch

VAYU-M Wildlife Migration Analytics

VAYU-M Wildlife Migration Platform

Dec 2025 - Jan 2026 (1 month)

Built an end-to-end ML pipeline processing 12K+ georeferenced biodiversity records, implementing 6 classification algorithms for 93.8% accuracy. Engineered geospatial visualizations to map 7 wildlife migration corridors.

Machine Learning Geospatial analysis Geopandas scikit learn Python Classification

CloudCommerce E-Commerce Platform

CloudCommerce

Oct 2025 - Nov 2025 (1 month)

Deployed a production e-commerce app on AWS S3 with CloudFront CDN and integrated the PayPal REST API for secure payments. Built a responsive SPA with shopping-cart state management and Firebase authentication and real-time database integration.

AWS S3 Cloudfront JavaScript

Education

Degrees, certifications, and relevant coursework

Jaypee University of Information Technology

Bachelor of Technology, Computer Science and Engineering

2023 -

Grade: CGPA: 7.6 (till 5th Sem)

Activities and societies: Relevant coursework: Data Structures & Algorithms, Operating Systems, DBMS, OOP, Machine Learning, Artificial Intelligence, Web Development, Cloud Computing; active as Sports Coordinator (JYC) and Treasurer (Cyber Security Alliance).

Pursuing a Bachelor of Technology in Computer Science and Engineering at Jaypee University of Information Technology (2023–2027), with a CGPA of 7.6 after the 5th semester.