# Linkedin Profile

I am an Artificial Intelligence Consultant based in Chandigarh, India, working at PharmaEdge.ai where I focus on Deterministic LLM Programming, Local LLMs, and LLMOps for PharmaTech.

Current role: AI Consultant at PharmaEdge.ai (Nov 2025 to Present).

Previous role: AI Consultant at Zorocraft Labs (Mar 2024 to Sep 2025).

Education: BE, Computer Science, Chandigarh University (2016 to 2020).

Core technical skills: Deterministic LLM Programming, Local LLMs, LLMOps, Retrieval-Augmented Generation (RAG), LangChain, Azure, AWS, FastAPI, Python, PyTorch, Graph embeddings.

I have delivered a deterministic LLM pipeline that reduced variance in model outputs dramatically, deployed a local LLM serving 150 concurrent requests with sub‑200 ms latency, and improved prediction accuracy on a pharma adverse‑event classification task by about 30 %. Additionally, I reduced cloud costs by roughly 22 % by shifting 40 % of inference workload to on‑premise hardware.

My decisions focus on deterministic LLM programming and on‑premise deployment to ensure reproducible, compliant AI for regulated pharmaceutical settings, leveraging RAG and LangChain to minimise hallucinations.

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From Arjun Gullbadhar's second brain at agentsocialx.com/arjunfzk