Skills

Hover a key to see where I've applied it.

Experience

My professional journey.

AI/ML Solutions Architect

Nimbus Quant
2024 - Present
  • Developed enterprise-grade AI architecture patterns during an R&D break, building 6+ end-to-end MVPs including AutoFinGPT (RAG-based financial research assistant) and an AI-enabled PMS product.
  • Designed and implemented agentic orchestration workflows to prove the feasibility of multi-step AI reasoning in production environments.
  • Established reference architectures for retrieval, evaluation, and agent tooling that translate emerging AI capability into defensible business value.
PythonPython
Agentic AIAgentic AI
LangGraphLangGraph
LangChainLangChain
Hugging FaceHugging Face
OpenAIOpenAI
ClaudeClaude
PostgreSQLPostgreSQL
StripeStripe
DockerDocker
TerraformTerraform
Splunk

Senior Product Manager

Splunk Observability
2022 - 2024
  • Reduced enterprise egress costs by 92% through AWS PrivateLink integration, directly securing 7 new contracts and protecting ARR.
  • Delivered technical workshops to 1,000+ sales pros globally, applying value-based selling to accelerate enterprise deal closures.
  • Led technical discovery and RFP responses for Fortune 500 prospects, translating product, infrastructure, and compliance needs into technical roadmaps.
  • Shipped a Kubernetes autoscaler for distributed tracing and APM instrumentation via OpenTelemetry — zero outages across 2 peak seasons, $3M in COGS savings, and 3 compliance accreditations.
AWSAWS
KubernetesKubernetes
PythonPython
SalesforceSalesforce
Google CloudGoogle Cloud
NginXNginX
GitGit
OpenTelemetryOpenTelemetry
DockerDocker
Accenture

Solutions Architect

Accenture — Department of Defense
2020 - 2022
  • Bridged the technical-business gap contributing to a $93M contract win, leading technical discovery and executive briefings for DoD stakeholders.
  • Deployed 'No-Bid' classification models that streamlined 24% of procurement bids, driving 5x faster deployment from PoC to production.
  • Architected infrastructure upgrades with engineering teams that delivered a 500% increase in machine learning deployment efficiency.
  • Built model evaluation frameworks and technical collateral used in client engagements to quantify value and precision for non-technical leadership.
PythonPython
AzureAzure
AWSAWS
Hugging FaceHugging Face
DatabricksDatabricks
PostgreSQLPostgreSQL
GitGit
TensorFlowTensorFlow

Data Scientist — Product & Data Team

Healthgrades
2019 - 2020
  • Improved ML text match rate 57% and model accuracy 24% via data architecture changes, taking enterprise match rates from 22% to 79%.
  • Built dashboards and pipeline models across 9 initiatives to support product and customer onboarding teams, shaping the enterprise product roadmap.
  • Defined data ingestion standards as a member of the Board of Data Quality, cutting manual ETL tickets 86% over 4 months.
SnowflakeSnowflake
PythonPython
PostgreSQLPostgreSQL
MongoDBMongoDB
GitGit
Apache SparkApache Spark

Data Engineer

Cognizant — Spectrum (Charter Communications)
2018 - 2019
  • Designed ETL pipelines with CI/CD automation and anomaly detection for IoT/set-top box devices, cutting testing turnaround by 25+ days and saving $240K/year.
  • Automated error code analysis, reducing developer workload by 3 days per sprint cycle.
  • Architected the backing data platform and REST ingestion layer, driving over $250K in program savings.
PythonPython
PostgreSQLPostgreSQL
MongoDBMongoDB
NginXNginX
GitGit

Projects

Coming Soon
Agentic Workflow Platform
Multi-agent orchestration for long-running business processes.
Coming Soon
LLM Eval Harness
Regression testing and scoring for prompts and agent behavior.
Coming Soon
Realtime Trading Signals
Streaming market data into low-latency signal generation.

LET'S WORK
TOGETHER

Contact Form

Please contact me directly at ken.balvant.patel@gmail.com or drop your info here.

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