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Orbin Ahmed Acanto

Mid-level Full-Stack AI Engineer specializing in healthcare and enterprise SaaS

FIDI HospitalityStony Brook UniversityLong Island, NY5 Years ExperienceMid LevelWorks On-Site

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About

Full-stack product engineer who has built AI-assisted CRM and agent workflows in Project SARA and operational systems like payroll for a staffing platform. Stands out for combining React/TypeScript, Django/Postgres, real-time systems, and LLM orchestration with strong product instincts—delivering measurable gains in response time, conversion, and engineering leverage.

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Key Strengths

  • End-to-end full-stack ownership across frontend, backend, and database layers
  • Strong production debugging across distributed systems using correlation IDs and tracing
  • Performance optimization with measurable impact
  • Reliability engineering with idempotency, retries, alarms, and dead letter queues
  • User-centric prioritization based on business impact
  • UX improvements that materially improved conversion
  • Rapid MVP delivery under ambiguity
  • Pragmatic product iteration driven by real user feedback
  • Reusable platform/API design for cross-product leverage
  • Multi-tenant configurable workflow architecture with strong guardrails
  • Applied LLM workflow design with structured outputs and intent detection
  • Reduced escalation processing to under 500ms and sub-2-second notifications for active users
  • Improved time to first response from ~5 minutes to under 1 minute
  • Increased lead-to-qualified-opportunity conversion from 12% to 31%
  • Cut notification feature development time by ~70% through abstraction

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Experience

Full Stack AI EngineerFIDI Hospitality · Oct 2025 – Present
Technical Lead - AI SystemsIdeal Factory · Apr 2024 – Sep 2025
Summer Intern (AI/ML Team)Memorial Sloan Kettering Cancer Center · Jun 2025 – Aug 2025internship
Senior Research AssistantStony Brook University · Nov 2024 – Jun 2025
Software Engineer IIncrements Inc · May 2022 – Oct 2023
Software Engineer ITechynaf Technologies Limited · Jun 2021 – Apr 2022

Education

Stony Brook Universitymaster, Biomedical Informatics (2025)
BRAC Universitybachelor, Computer Science & Engineering (2022)

Languages

English

Publications

2 publications

Deep LearningClinical Risk PredictionComputational BiologyDNA Sequence ModelingMultimodal GenomicsRegulatory Sequence Interpretation

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Connect with Orbin

Orbin already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

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Already have an account?

Hire with Reval

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Orbin Ahmed AcantoMid-level Full-Stack AI Engineer specializing in healthcare and enterprise SaaS