Question 1

What programming languages does Marshal Aufa use?

Accepted Answer

Marshal Aufa works with C/C++, Java, Python, TypeScript, JavaScript, Assembly, and VHDL — spanning from embedded systems to full-stack web development.

Question 2

What web frameworks does Marshal Aufa specialize in?

Accepted Answer

Marshal Aufa specializes in Next.js, React, Node.js, and Tailwind CSS for modern full-stack web applications, with Prisma ORM and Supabase for backend integration.

Question 3

What is Marshal Aufa's educational background?

Accepted Answer

Marshal Aufa is a Computer Engineering student at Universitas Indonesia, alumni of SMAN 65 Jakarta, with expertise spanning software engineering, machine learning, embedded systems, and network security.

Question 4

What databases and infrastructure tools does Marshal Aufa use?

Accepted Answer

Marshal Aufa works with PostgreSQL, MongoDB, Redis, and Docker, with experience in Prisma ORM for database management and Vercel for deployment.

Question 5

Does Marshal Aufa have experience in machine learning?

Accepted Answer

Yes, Marshal Aufa has developed predictive models using Random Forest Regressor and Scikit-Learn, following the CRISP-DM methodology for structured data science pipelines.

Question 6

What kind of hardware and embedded systems has Marshal Aufa worked on?

Accepted Answer

Marshal Aufa has designed microcoded FPGA controllers in VHDL, built AVR Assembly-based smart irrigation systems on ATmega328P, and assembled discrete TTL/CMOS digital circuits on breadboards.

Question 7

What cloud and deployment platforms does Marshal Aufa use?

Accepted Answer

Marshal Aufa deploys applications on Vercel, uses Docker for containerization, Supabase for backend-as-a-service, and GitHub Actions for CI/CD pipelines.

Question 8

Does Marshal Aufa have experience with network engineering?

Accepted Answer

Yes, Marshal Aufa has designed enterprise network infrastructures using Cisco Packet Tracer, including VLAN segmentation, VLSM subnetting, OSPF routing, ACL firewalls, GRE tunneling, and NAT configuration for large-scale events.

Question 9

What design tools does Marshal Aufa use?

Accepted Answer

Marshal Aufa uses Figma for UI/UX design, Canva for graphic design, and has experience with high-fidelity prototyping, user research, and iterative usability testing.

Question 10

What databases is Marshal Aufa proficient in?

Accepted Answer

Marshal Aufa works with PostgreSQL, MongoDB, Redis, and Supabase, with experience in Prisma ORM for type-safe database management and performance benchmarking.

Question 11

What is Marshal Aufa's experience with data science and machine learning?

Accepted Answer

Marshal Aufa has developed predictive models using Random Forest Regressor, Scikit-Learn, Pandas, Matplotlib, and Seaborn, following the CRISP-DM methodology for structured data science pipelines.

ARSENAL