$ ./ sriyansh.dev
tty1 — [arch@sriyansh ~]$ ssh root@sriyansh.dev

Hey, I'm Sriyansh Raj (aka sriyansh-dev)

I'm a Generative AI and Backend Engineer who builds agentic & low-latency systems.

Generative AI and Backend Engineer (final-year B.Tech CSE, CGPA 8.2) who has built several LLM-powered applications and completed 3 AI/ML internships in 2026. Architected S.A.G.E., an open-source agentic code-review engine with a custom Model Context Protocol (MCP) server, and Vault, an autonomous agent with two-stage RAG and dynamic model routing. Focused on clean API contracts, low-latency real-time systems, and production-grade RAG pipelines.
location the internet
education B.Tech CSE (4th Year · CGPA 8.2) @ AKTU
current focus Engineering Trajectory (2026)
main interests gen ai, agentic ai, rag pipelines, mcp, low-latency apis
contact sriyanshraj.dev@gmail.com
social
tech stack
python java javascript sql langchain groq gemini mcp rag faiss springboot redis websockets
[arch@sriyansh ~]$ cat /etc/whoami.conf

>_ ~/projects

01. >_
S.A.G.E. (Secure Agentic Git Engine) → Architected an open-source agentic AI code-review and repository orchestration tool in Python on Groq LLMs, coordinating 3 agents (Planner, Patcher, Reviewer) through an asyncio DAG scheduler; built a custom Model Context Protocol (MCP) server exposing 5 tools (credential scanning, test verification, PR creation, report generation) to automate review-to-pull-request workflows locally.
02.
BitSwarm RAG → Engineered a Retrieval-Augmented Generation (RAG) system that grounds LLM responses in retrieved context for accurate, context-aware answers.
03.
Vault → Engineered an autonomous AI agent with dynamic model routing and live web search integration, grounded by a two-stage RAG pipeline and delivered through a Gradio web interface.
04.
AI Code Reviewer Web App → Developed a full-stack tool with React JS, Tailwind CSS, Monaco Editor, and the Google Gemini API for automated bug detection and explanation.
05.
AI Interview Prep Engine → Engineered a real-time AI technical interview and preparation engine powered by LLMs, RAG context grounding, and low-latency streaming evaluation.
06.
PyGitLoc (Open Source) → Published an open-source Python package that analyzes and returns lines of code for any GitHub repository.
[arch@sriyansh ~]$ ls -la ~/projects | wc -l => 6

>_ /var/log/3am-thoughts

Oct 15, 2026 This Counts — Live GitHub Telemetry (712+ contributions) Sep 28, 2026 The Scoreboard Nobody Sees — Live LeetCode & Codolio DSA Streak (87 days) Aug 19, 2026 Shut Up And Ship The Pipeline — Agents, MCP & 3 AM Debugging
[arch@sriyansh ~]$ tail -f /var/log/3am-thoughts.log

>_ /var/log/experience

June 2026 - August 2026 · Gen AI Intern

IIT Kanpur Prabandhan & EiSystems Technologies

Engineered a real-time AI Interview System on the MERN stack using WebSockets for low-latency, two-way candidate-interviewer communication. Architected Google Gemini-powered question generation with LangChain and a RAG pipeline to deliver dynamic, context-aware interviews, and optimized backend throughput and response time by implementing a Redis caching layer.

deps: python · mern · gemini-api · langchain · rag · redis · websockets

July 2026 · AI & ML Intern

Codomax Digital Solutions

Delivered project-based ML engineering work, building and evaluating models in Python and Scikit-learn from data preprocessing through validation.

Summer 2026 · AI & ML Intern

Cognifyz IT Solutions

Executed hands-on ML projects end to end, from data preparation and model training to performance evaluation, in a project-driven internship.

[arch@sriyansh ~]$ systemctl status internships.service

>_ /etc/certs.d

Aug 2026 Oracle Cloud Infrastructure Agentic AI Certified Foundations Associate — Oracle
Aug 2026 AI Readiness Foundation Course — IICT / Ministry of I&B / Google
Feb 2026 Data Analytics Job Simulation — Deloitte (Forage)
Feb 2025 Bootcamp on Big Data & Data Science — C-DAC Noida (FutureSkills Prime)
Jan 2025 Advanced C++ Training (Score: 85%) — IIT Bombay - Spoken Tutorial Project
2025 Introduction to Generative AI & LLMs — Google Cloud
[arch@sriyansh ~]$ journalctl -u certs --lines=6

>_ /usr/share/education

Aug. 2023 - May 2027 · 4th Year Undergraduate

Bachelor of Technology in Computer Science & Engineering · CGPA: 8.2

Dr. A.P.J. Abdul Kalam Technical University (Vishveshwarya Group of Institutions)

kernel modules: gen-ai · agentic-ai · rag-pipelines · mcp · low-latency-apis

[arch@sriyansh ~]$ pacman -Qi btech-cse

>_ Know Me

A live shell instance of me — ask anything about my projects, stack, or experience.

~/sriyansh $ whoami

Hey. I am Sriyansh.

Ask me anything — type below.

$
$ ./sriyansh --interactive
← cd /var/log/3am-thoughts

This Counts

October 15, 2026 2 min read
[arch@sriyansh ~]$ cat /var/log/3am/this_counts.md