Final-year CSE student @ IIIT Manipur
Backend-focused engineer who enjoys building reliable systems, secure backends, and production-ready infrastructure — with growing experience in AI-assisted systems (RAG, LLMs).
I like working close to the core: APIs, databases, containers, execution environments, and system boundaries.
Open to backend / full-stack internships (PPO preferred)
Reach out if you're building something real and technical.
Languages
- Go, Python, C++, JavaScript, C
Backend & Systems
- FastAPI, Node.js, Express
- REST APIs, Microservices
- gRPC, WebSockets
- Secure code execution, async workflows
Databases & Storage
- PostgreSQL, MongoDB
- Ent ORM
- Redis, FAISS (vector search)
Infra & DevOps
- Docker (container security, isolation)
- Linux
- CI/CD
- AWS (EC2, ECR)
AI / Applied ML
- Retrieval-Augmented Generation (RAG)
- LangChain
- Vector databases
- Local LLMs (Ollama)
Go + Python | WebSockets | gRPC | PostgreSQL | Redis
- Built a two-service backend architecture enabling real-time NPC interactions.
- Implemented stateful NPC behavior, quest logic, and memory persistence.
- Designed low-latency inter-service communication using gRPC.
- Focused on modularity, scalability, and clean system boundaries.
GitHub: https://github.com/Kprateek283/agentic-npc-project
Node.js | Docker | AWS | Vercel
- Built a high-performance online judge with compilation + verdict generation under 2 seconds.
- Secured and containerized the code compiler using Docker for safe execution.
- Deployed backend and compiler services on AWS, frontend on Vercel.
- Designed for real users, not toy workloads.
🔗 Live: https://devdecider.prateekdev.xyz
🔗 GitHub: https://github.com/Kprateek283/OnlineJudge
FastAPI | FAISS | AES-256 | RAG
- Developed a multi-user AI Q&A backend with encrypted document storage.
- Implemented AES-256 encryption for data at rest.
- Achieved sub-second retrieval using FAISS-based vector search.
- Designed clean ingestion → retrieval → response pipelines.
🔗 GitHub: https://github.com/Kprateek283/Insightflow
- Codeforces: 1706 (Expert)
- Winner, CodeHunt 2025 (IIIT Manipur)
- Finalist, Smart India Hackathon 2023
- Top 1% — NPTEL Software Testing, Industrial IoT
- Top 5% — NPTEL Data Analysis with Python
- B.Tech CSE (2022–2026) — IIIT Manipur
- Coursework: DSA, OS, CN, DBMS, OOD, Software Architecture, Cyber Security, Cloud Computing
- Email: kprateek283@gmail.com
- LinkedIn: https://www.linkedin.com/in/prateek-kumar-400a14257
- GitHub: https://github.com/Kprateek283
I enjoy ownership-heavy roles where I can design, build, secure, and ship backend systems end-to-end.