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Aryan Sharma

@aryansharma21

Message

I build reliable AI products, LLM evaluations, and infrastructure systems for real-world use.

India

Message

I've built AI-powered products and evaluation systems that make agent and LLM outputs more reliable in production.

At Handshake AI, I engineered 87 containerized AI-agent evaluation tasks across 10 domains. I build reproducible environments, hidden tests, correctness oracles, and automated verifiers for reliability, recovery, concurrency, and edge cases.

At Spottr, I co-founded an AI-first preventive health platform that turns biomarker, lifestyle, workout, and supplement data into personalized health protocols. I designed multi-stage LLM workflows, structured prompts, JSON schemas, validation logic, and guardrails for explainable recommendations.

At LinkedIn, I improved AI-powered Sales Navigator features, evaluated generative-model migrations, and resolved messaging authorization vulnerabilities. I also built a self-service Kafka debugging portal and supported streaming reliability through monitoring, redundancy checks, and incident response.

Experience

Work history, roles, and key accomplishments

Current

AI Agent Evaluation Engineer

Current

Handshake AI

Jun 2026 - Present (3 months)

Engineered 87 containerized AI-agent evaluation tasks across 10 domains, building reproducible environments, reference solutions, hidden-test suites, and automated verifiers. Designed evaluations for correctness, concurrency, recovery, edge-case handling, and system reliability.

Python Go Java BASH Docker Pytest REST APIs AI Agent Evaluation LLM Evaluation Containerization

Current

Co-Founder and AI Product Engineer

Current

Spottr

Jan 2025 - Present (1 year 8 months)

Built an AI-first preventive health platform combining biomarkers, body composition, workouts, lifestyle inputs, and supplement data to generate personalized health protocols. Designed multi-stage LLM workflows and a product intelligence layer for verified supplement SKUs and personalized recommendations.

LLM workflows Prompt Engineering JSON Outputs Validation AI Product Development Product Intelligence Supplement Data

Software Engineer, Sales Solutions

Jul 2024 - Aug 2025 (1 year 1 month)

Developed and improved AI-powered features for LeadIQ, an assistant in LinkedIn Sales Navigator. Evaluated and supported migrations across generative AI models, designed prompt templates, and resolved critical messaging authorization and visibility-enforcement vulnerabilities.

AI LLM Evaluation Prompt Engineering Generative AI Python Java SQL REST APIs Security Privacy

Site Reliability Engineer Intern

Jun 2023 - Aug 2023 (2 months)

Built a self-service Kafka debugging and metadata-introspection portal, contributing 1,000+ lines of production code. Improved streaming infrastructure reliability through Grafana monitoring, automated redundancy checks, failure analysis, and incident response.

Kafka Grafana Monitoring Incident Response Python Java Distributed Systems Reliability Engineering