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Aryansh UserAU
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Aryansh User

@aryanshuser

AI/ML engineer focused on building production-ready LLM systems, retrieval agents, and scalable ML pipelines.

India
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What I'm looking for

I seek roles building production LLM/ML systems where I can own end-to-end pipelines, improve inference latency, and scale retrieval/agent-based solutions.

I am an AI/ML engineer skilled at designing and deploying production-ready generative AI and retrieval systems, with practical experience in LangChain, Hugging Face, and vector databases. I focus on building pipelines that reduce manual work and deliver low-latency, reliable inference for real-world uses.

During an AI internship I developed a resume analyzer that cut manual review time by 40%, built a realtime multilingual translator with sub-200 ms latency in tests, and delivered a RAG conversational chatbot using ChromaDB and HuggingFace embeddings. I also architected a multi-agent orchestration workflow that routes queries to specialized agents and persists vectors for fast semantic retrieval.

My hands-on projects include a multi-agent LangChain system with Cassandra/AstraDB persistence and an emotion-recognition CNN achieving 87% test accuracy. I combine strong fundamentals in ML/DL, software engineering, and cloud/MLOps to move prototypes into scalable pilots and production-ready demos.

Experience

Work history, roles, and key accomplishments

PL

AI Intern

Pinnacle Labs

Jan 2025 - Mar 2025 (2 months)

Developed and deployed a Resume Analyzer that reduced manual review time by 40% and built realtime multilingual translator and RAG chatbot pilots demonstrating sub-200 ms latency and scalable multi-turn retrieval.

Education

Degrees, certifications, and relevant coursework

PT

Pranveer Singh Institute of Technology

Bachelor of Technology, Information Technology

2022 -

Grade: 8.1 CGPA

Activities and societies: Participated in ACM ICPC 2024; solved 500+ DSA problems across platforms; Hackerrank 5-star badge (1084 points); LeetCode 100 Days Badge (top 4.2%).

Pursuing a Bachelor of Technology in Information Technology with a current CGPA of 8.1 (Dec 2022–2026).

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Aryansh User - AI Intern - Pinnacle Labs | Himalayas