.png){kind=logo}
Tirth Shah
Mid-level AI/ML Engineer specializing in anomaly detection, data tooling, and cloud-native systems
Connect with Tirth
Tirth already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Backend/platform engineer who built an LLM-driven QA automation system (“mockmouse”) using a Flask orchestration microservice, Socket.IO real-time updates, Redis caching, and strict Pydantic schemas to turn prompts into reliable action graphs and automated browser tests. Has hands-on Kubernetes delivery experience (Docker/Helm/Jenkins) and has supported large migration programs, validating ETL cutovers with 1M+ synthetic records and rigorous output comparisons; also built event-driven monitoring/anomaly detection streaming into Grafana.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Designed Flask-based orchestration microservice converting user prompts into actionable tags and automated browser-driven QA
- Strong LLM pipeline engineering with strict Pydantic schemas to mitigate vague/incomplete model outputs
- Real-time backend/frontend integration using Socket.IO
- Kubernetes deployments of containerized microservices using Docker + Helm; built delivery pipelines with Jenkins
- Migration validation at scale using 1M+ synthetic records and schema/row/aggregate comparisons to ensure functional equivalence
- Built event-driven real-time metrics/anomaly detection streaming to Grafana; handled spikes with buffering and adaptive batching
- Practical GitOps implementation: declarative configs in Git, PR-based approvals, automated reconciliation, rollback via revert
Like what you see? We'll introduce you to Tirth directly.
Experience
Education
Awards
Skills
Languages
Publications
3 publications
Interested in Tirth?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Tirth
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent