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Dattuog/README.md
Ravikoti Deekshith — backend · ai systems · security



     

Backend engineer at C3iHub, IIT Kanpur, building SOAR automation and the services behind a security operations platform. Before that, LLM-based threat scoring over 100K+ log events at Seekvens.ai and clinical RAG pipelines at Edvenswa. Final-year dual degree at IIT (BHU) Varanasi.

I gravitate toward problems where correctness and latency both matter — distributed systems, retrieval pipelines, and anything that has to hold up under load.


01   Work

C3iHub, IIT Kanpur  ·  Backend Developer, SOC   Jun 2026 — present
SOAR backend systems · PostgreSQL migrations · security tool integrations

Seekvens.ai  ·  Software Engineer Intern   May — Jul 2025
LLM threat scoring across 100K+ log events, cutting alert noise by 80%+ · voice agents · n8n automation

Edvenswa Tech  ·  Software Engineer Intern   Dec 2024 — Jan 2025
Healthcare RAG with OCR-backed PDF ingestion for clinical documents


02   Selected work

Personal AI memory agent.

Retrieval over 2K+ indexed memories, ranked on a 70/30 relevance–recency blend with a 7-day temporal half-life. Three-layer architecture behind a FastAPI service.

Python FastAPI ChromaDB RAG Docker

Rate limiting for horizontally scaled services.

Redis + Lua sliding window holding 800+ req/s across 3 Node instances, adding under 5 ms of latency in a 50K-request load test.

Node.js Redis Express Lua

RAG reliability benchmarking.

Evaluation harness for measuring hallucination and sycophancy in retrieval-augmented systems, scored with RAGAS.

LangChain ChromaDB RAGAS

A portfolio built as an operating system.

Draggable windows, a virtual filesystem, spotlight search, an interactive terminal, and a resident assistant that answers questions about my work.

React TypeScript


03   Stack

LanguagesJava  ·  Python  ·  C++  ·  JavaScript
BackendNode.js  ·  Express  ·  FastAPI  ·  REST  ·  microservices
DataPostgreSQL  ·  MongoDB  ·  Redis  ·  MySQL  ·  ChromaDB
InfraDocker  ·  Kubernetes  ·  AWS  ·  Linux
AIRAG  ·  LangChain  ·  agents  ·  evaluation  ·  n8n

04   Elsewhere

LeetCode Codeforces CodeChef Solved
Guardian · 2180 Expert · 1860 4★ · 1813 1500+

GitHub stats Top languages



Building reliable systems that scale.

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