Open to opportunities

Ayush Bunkar

@ayushbunkar

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AI/ML and full-stack engineer building LLM and RAG systems with low-latency, production-ready deployment.

India

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What I'm looking for

I’m looking for a team where I can build LLM/RAG products end-to-end—improving accuracy and reducing latency—while working with scalable backends, CI/CD, and production MLOps.

I’m an AI/ML Engineer and Full Stack Developer specializing in LLM applications, RAG pipelines, and Generative AI systems. I build production-ready AI products with an emphasis on accuracy and latency optimization.

As a Generative AI Engineer & Full Stack Developer Intern (Aug 2025 – Oct 2025), I architected an AI-powered home design generation platform using computer vision and RAG pipelines. I spearheaded ML pipelines for feature extraction and optimization, improving AI model accuracy and workflow efficiency by 15%, and deployed low-latency APIs—reducing AI workflow latency by 30%.

I also build practical systems through my projects: a Multi-Agent Research System that reduced research time by 70% and achieved 90%+ retrieval accuracy, plus a Summrix AI video & meeting transcription solution with 95%+ transcription accuracy. I enjoy engineering scalable, distributed backends and applying MLOps practices to deliver reliable AI automation.

Experience

Work history, roles, and key accomplishments

Generative AI Intern

Builtattic

Aug 2025 - Oct 2025 (2 months)

Architected an AI-powered home design generation platform using computer vision and RAG pipelines, improving model accuracy and workflow efficiency by 15%. Deployed a scalable full-stack system with optimized inference and vector search, reducing AI workflow latency by 30%.

Generative AI RAG Computer Vision Vector Databases fastAPI AWS Docker

Education

Degrees, certifications, and relevant coursework

Lakshmi Narain College of Technology (LNCT)

Bachelor of Technology, Computer Science and Engineering

2023 - 2027

Grade: CGPA: 8.5/10

Activities and societies: Coursework: DSA, Machine Learning, AI, DBMS, Operating Systems, Computer Networks, OOPs.

Pursuing a B.Tech in Computer Science and Engineering with coursework across DSA, Machine Learning, AI, DBMS, and Operating Systems. Targeting completion in 2027 and achieving a CGPA of 8.5/10.