Anoop Pant

Senior Generative AI Engineer · Full Stack Python Developer

I build AI systems that don't just generate answers - they prove them. Over 7+ years across banking, healthcare, and market-data platforms, I've shipped retrieval-augmented and multi-agent systems that hold up under regulatory scrutiny, not just demo well. Before writing production code, I spent time tracing wiring diagrams and isolating faults in mission-critical aircraft systems - a habit of precision that carried straight into how I debug AI.

Portrait of Anoop Pant
RoleSr. GenAI Engineer
CurrentCapital One
Experience7+ yrs
ReservesUSAF · Avionics
7+

Years building production AI & full-stack systems

~25%

Faster case-prep time from multi-agent workflow

0.83

Macro F1-score, intent classification model

~20%

Improved retrieval relevance from hybrid RAG

Experience

01 / 04

Capital One

Senior Generative AI Engineer
Plano, TX
Dec 2024–PresentCurrent

Problem: Servicing teams needed faster, policy-compliant answers to customer questions on card transactions, disputes, and account services.

Approach: Designed a production-grade GenAI chatbot and agent-assist platform (Python, Amazon Bedrock, LangChain, LangGraph) with supervised multi-agent workflows coordinating intent classification, retrieval, approved API calls, and policy validation - human confirmation retained for account-affecting actions.

Evidence: Reduced average case-prep time ~25% . Retrieval relevance improved ~20% via hybrid keyword+vector search with reranking and source citations . Intent-routing model reached 0.83 macro F1 .

02 / 04

PNC Bank

Python AI/ML Engineer
Farmers Branch, TX
Jun 2023–Nov 2024

Problem: Enterprise teams needed faster search, summarization, and knowledge retrieval across internal banking documentation.

Approach: Built RAG pipelines on Azure OpenAI embeddings and Azure AI Search; built document-processing pipelines (Azure Blob Storage, Azure Functions, Azure AI Document Intelligence) to chunk, embed, and index policies and runbooks.

Evidence: Retrieval relevance improved ~20% . Manual research effort cut ~25%. Support-case triage time cut ~20% via trained classification models.

03 / 04

IQVIA

Full Stack Python Developer
Durham, NC
Apr 2021–May 2023

Problem: Healthcare researchers needed to discover datasets, define patient cohorts, and run feasibility queries against de-identified clinical data.

Approach: Built Django/DRF/Flask microservices and React/TypeScript interfaces for cohort exploration; standardized medical coding (ICD-10, CPT, HCPCS, NDC) into OMOP-aligned structures.

Evidence: Research setup time cut ~25% . API/dashboard response times improved ~30% .

04 / 04

Bloomberg

Python Developer
New York, NY
May 2019–Mar 2021

Problem: Financial-market data platforms needed reliable validation and distribution of high-volume daily pricing data.

Approach: Built Python/Flask/Kafka microservices and REST APIs processing 500,000+ daily pricing and reference-data records across equities, fixed income, and FX; contributed to Airflow-scheduled data workflows.

Evidence: Processing time reduced ~18%. Manual investigation effort on data-quality issues cut ~20%.

Beyond the Terminal

Senior Airman, U.S. Air Force Reserves - Heavy Aircraft Integrated Avionics (2A954) · Serving since July 2025

I maintain and troubleshoot integrated avionics systems on the B-52 Stratofortress - tracing data flow through communication, navigation, and flight-control systems, isolating faults, and holding every fix to a mission-critical standard. It's the same discipline I bring to AI systems: understand the system end-to-end, trust nothing you haven't verified, and get it right the first time.

As a Heavy Aircraft Integrated Avionics technician, I operate and maintain the communication, navigation, mission, instrument, flight-control, radar surveillance, and electronic warfare systems on the B-52 Stratofortress. My work centers on interpreting how these systems behave under real operating conditions - reading data flow and wiring schematics, running built-in test procedures, and using dedicated ground support equipment to isolate the root cause of a malfunction across tightly interconnected systems, not just the symptom in front of me.

Beyond diagnosis, I install, align, and modify avionics components, software, and firmware, and maintain cryptographic components in accordance with National Security Agency directives - work that demands both technical precision and strict security discipline. I also inspect integrated systems to determine operational status, document every finding and corrective action for the maintenance record, and support ground servicing and launch/recovery operations, where a missed detail has consequences that show up immediately, not in a postmortem.

RankSenior Airman
AFSC2A954
AircraftB-52 Stratofortress
Serving sinceJul 2025
Marksmanship-qualified.
"Integrity First, Service Before Self, Excellence In All We Do."

Skills

Programming & Web Technologies 8+
Python 3.xSQLPySparkJavaScriptTypeScriptHTML5CSS3Object-Oriented Programming
Generative & Agentic AI 12+
Large Language ModelsRetrieval-Augmented GenerationLangChainLangGraphMulti-Agent WorkflowsTool CallingPrompt EngineeringPrompt ChainingContextual GroundingAmazon BedrockAzure OpenAI ServiceHugging Face Transformers
Machine Learning & Evaluation 13+
Amazon SageMakerAzure Machine Learningscikit-learnXGBoostIntent ClassificationQuery RoutingCross-ValidationPrecisionRecallF1-ScoreGroundedness EvaluationHallucination TestingHuman-in-the-Loop Review
Backend Development 9+
FastAPIDjangoDjango REST FrameworkFlaskPydanticSQLAlchemyRESTful APIsPython MicroservicesSwagger/OpenAPI
Data Engineering 10+
PandasNumPyAWS GlueAzure Data FactoryAzure DatabricksApache KafkaApache AirflowAWS LambdaAWS Step FunctionsAzure Functions
Databases, Search & Storage 9+
PostgreSQLAmazon RDSAzure Database for PostgreSQLAmazon OpenSearch ServiceAzure AI SearchElasticsearchAmazon S3Azure Blob StorageADLS Gen2
Cloud Platforms - AWS & Azure 33+
AWS:Amazon BedrockSageMakerGlueLambdaS3OpenSearch ServiceECSFargateECRRDSAPI GatewayStep FunctionsCloudWatchIAMKMSSecrets ManagerAWS CDKCloudFormationAzure:Azure OpenAI ServiceAzure Machine LearningAzure AI SearchAzure AI Document IntelligenceAzure Data FactoryAzure DatabricksAzure FunctionsAKSACRKey VaultEntra IDAzure RBACAzure MonitorApplication InsightsLog Analytics
DevOps, Testing & Observability 11+
DockerKubernetesJenkinsAzure DevOpsGitCI/CDPyTestunittestJestOpenTelemetryStructured Logging
Security & Responsible AI 13+
OAuth 2.0JWTRole-Based Access ControlEncryptionData MaskingPrivate EndpointsAudit LoggingAmazon Bedrock GuardrailsAzure AI Content SafetyPrompt-Injection TestingModel-Risk ControlsHIPAAGDPR

Education

TX

Bachelor of Science in Computer Science

Texas A&M University–Commerce