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ASHISH DONDAPATI - AI|ML Engineer in San Francisco, USA

ASHISH DONDAPATI

Mid-level AI/ML Engineer specializing in Generative AI for Financial Services

State StreetColorado State UniversitySan Francisco, USA6 Years ExperienceMid Level

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ML/AI engineer with strong financial-services domain experience who has built production systems spanning trade anomaly detection, investment-research RAG, and agentic LLM workflows. Particularly compelling for teams needing someone who can take ML/GenAI from prototype to monitored production while balancing compliance, latency, cost, and reliability.

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Key Strengths

  • end-to-end ownership of production ML systems
  • financial-services ML experience in trade anomaly detection
  • strong ML observability and drift monitoring practices
  • LLM/RAG system design with grounded citations
  • built multi-metric evaluation frameworks for GenAI quality and safety
  • pragmatic tradeoff management across latency, cost, and quality
  • translated agentic LLM prototypes into scalable production pipelines
  • reduced false-positive review burden in trade alert workflows
  • improved RAG quality via A/B testing with 22% improvement
  • standardized ML engineering through shared Python library design
  • strong testing discipline with unit, integration, and contract testing
  • enabled team scalability as engineering team grew from 4 to 11

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Experience

AI|ML EngineerState Street · Aug 2025 – Present
Machine Learning Engineer – Generative AIMphasis · Sep 2018 – Aug 2023
Python DeveloperMphasis · Jul 2018 – Sep 2018

Education

Colorado State Universitymaster, Computer Information Systems (2025)
Maulana Azad National Institute of Technology Bhopalbachelor, Electronics (2018)

Skills

PythonRSQLTypeScriptPrompt EngineeringLangChainLangGraphLlamaIndexHugging Face TransformersMulti-Agent SystemsPyTorchTensorFlowScikit-learnTime Series ForecastingFraud Detection

Languages

English

Certifications

AWS Certified Machine Learning – SpecialtyMicrosoft Azure AI Fundamentals (AI-900)Deep Learning Specialization – Coursera (Andrew Ng / DeepLearning.AI)

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Connect with ASHISH

ASHISH 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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ASHISH DONDAPATIMid-level AI/ML Engineer specializing in Generative AI for Financial Services