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Ayush GiriAG
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Ayush Giri

@ayushgiri

I build tested full-stack platforms for observability, search, and AI workflows.

India
Message

I've built Observa, a multi-tenant observability and incident intelligence platform with telemetry ingestion, configurable dashboards, incident workflows, and service dependency analysis. Its query engine sustained 7.5k events per second in local ingestion benchmarks, backed by Redis caching and Celery processing.

I also developed Veridex, a hybrid search and grounded RAG platform for TXT, Markdown, PDF, and DOCX documents. I combined Gemini embeddings, sparse retrieval, Qdrant indexing, citation validation, and insufficient-context refusal, with 817 passing backend and frontend tests.

As a Research Intern at SRM University AP, I built distributed computation and feature-extraction workflows, automated tracking for 50+ experiments, and improved CIFAR-10 classification accuracy by 8%. I work across React, Next.js, FastAPI, PostgreSQL, Docker, and reliable CI-driven testing.

Experience

Work history, roles, and key accomplishments

SA

Research Intern

SRM University AP

Jun 2025 - Aug 2025 (2 months)

Built distributed computation workflows and feature extraction frameworks to improve machine learning experimentation efficiency. Automated and tracked 50+ experiments through reproducibility-first logging infrastructure and re-engineered feature extraction pipelines for CIFAR-10 image classification, improving model accuracy by 8%.

Education

Degrees, certifications, and relevant coursework

SRM University AP logoSA

SRM University AP

Bachelor of Technology, Computer Science and Engineering

2023 -

Grade: 8.35/10

Pursuing a Bachelor of Technology in Computer Science and Engineering with a CGPA of 8.35/10.

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