Hi! I'm Sumit Kumar (sk1802), currently a Linux Kernel Developer with a strong foundation in full-stack development, machine learning, and systems programming.
| Area | Experience & Highlights |
|---|---|
| Current Role | Linux Kernel Developer specializing in PCIe and kernel driver development; upstream contributor, low-level systems, & driver optimization. |
| Previous Experience | UG Researcher at Applied Data Science & AI Lab (IIITD) – adversarial machine learning, model security. Industry Intern at Qualcomm – web tool (SKynreX) for bug resolution with ML. |
| Full-Stack Work | Developed and hosted web apps (MERN, Django, Flask, Next.js), managed live production sites, integrated model zoo and EDA platforms. |
| Projects | Linux PCIe driver work, MSA-Toolbox (PyPI), Integrated Federate Healthcare Platform, FMS-IIITD (Django/Postgres), Aurora (Next.js/Spring Boot/MySQL), RISC-V assembler/simulator (Python, Assembly) |
| Teaching & Mentoring | TA for Computer Organization (RISC-V) & Python Programming. |
| Design & UX | Graphics and layouts for Enactus-IIITD competition. |
| Skills | Linux Kernel & Driver Dev, Web Dev (MERN, Django, Flask), ML, DBMS, AI, Computer Vision, Deep Learning, Java, C++, Python, SQL, Git, Prolog |
| Project | Tech Stack | Description |
|---|---|---|
| Linux PCIe Driver Work | C, Linux Kernel | Developed and optimized PCIe drivers, contributed patches upstream, focused on low-level systems and kernel development. |
| MSA-Toolbox (PyPI Link) | Python, PyPI, GUI | Python package with GUI for performing adversarial attacks on deep learning models, including support for attacks on cloud models. |
| SKynreX (Qualcomm Internship) | ML, Web (Python/JS) | Web application for efficient bug resolution integrating ML models and parsers for intelligent bug solutions. |
| Integrated Federate Healthcare Platform (IFHP) (Live Site) | MERN, Data Integration | Live portal for TavLab IIITD projects, supports Model Zoo integration and exploratory data analysis on large COVID-19 datasets. |
| FMS-IIITD (Live Site) | Django, PostgreSQL | Facility Management System for IIITD, featuring user authentication and management workflows. |
| Aurora (Advanced Unified Repository & Organizer) | Next.js, Spring Boot, MySQL | Platform for creating and managing database modules, streamlining schema management and API generation for users. |
| RISC-V ISA Assembler and Simulator | Python, Assembly | Designed and implemented a custom assembler and simulator for the RISC-V instruction set architecture. |
- Can write and maintain Linux kernel drivers
- Experience with both user-space and kernel-space development
- Full-stack engineering experience (frontend & backend)
- Regular contributor to open-source projects
