Reval Logo
Browse TalentFind TalentOpen JobsPricingFAQsGet Started
ScreenedIdentity Verified
No cost, no commitment - we'll make a personal intro
RM

Rakesh Munaga

Mid-level Full-Stack Engineer specializing in AI and FinTech platforms

JPMorgan ChaseUniversity of Texas at ArlingtonTX, USA4 Years ExperienceMid LevelWorks Remote

Connect with Rakesh

Rakesh 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

Recommended

Already have an account?

About

Full-stack engineer building real-time internal banking operations dashboards (Java/Spring Boot microservices + React/TypeScript) with Kafka-based streaming and post-launch performance optimizations. Also shipped a production internal AI support assistant using RAG (Confluence/PDF/support docs ingestion, embeddings + vector DB retrieval) with guardrails, evaluation loops, and observability to reduce hallucinations and prevent regressions.

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee

Key Strengths

  • End-to-end ownership of full-stack features (requirements → API/microservices → React UI → launch/iterate)
  • Real-time systems design for banking operations using Kafka streaming with caching tradeoffs
  • Performance tuning based on user feedback (SQL optimization, server-side pagination, advanced filters)
  • Production RAG assistant implementation (ingestion → embeddings → vector DB retrieval → prompt augmentation)
  • Guardrail design to reduce hallucinations (relevance thresholds, confidence scoring, fallbacks, prompt constraints)
  • LLM evaluation loop design using real user queries, human review, and automated regression tests
  • Built reliable/observable data pipelines for messy documents with async processing, queues, logging, monitoring, alerting

Like what you see? We'll introduce you to Rakesh directly.

Experience

AI Full Stack EngineerJPMorgan Chase & Co · Jan 2024 – Present
Full Stack DeveloperBank of America · Apr 2022 – Jul 2023
Software DeveloperFood Printer Pvt Ltd · May 2021 – Apr 2022

Education

University of Texas at Arlingtonmaster, Computer Science (2025)

Skills

AI AgentsAmazon API GatewayAmazon CloudWatchAmazon EC2Amazon RDSAmazon S3Amazon SNSAmazon SQSAngularApache KafkaAWSAWS CloudFormationAzure DevOpsBootstrapC#

Languages

English

Browse Similar

All Full Stack EngineersEngineeringAI AgentsAmazon API GatewayAmazon CloudWatchAmazon EC2

Similar Candidates

BW

Ben Wang

Senior Full-Stack Engineer specializing in Python APIs and cloud platforms

Austin, Texas9y exp
AffirmCornell University
ReactTypeScriptPythonFastAPIFlaskNext.js+57
View profile
MS

Muhammad Siddeek

Screened

Staff-level AR/VR and mobile engineer specializing in immersive video platforms

San Bruno, CA11y exp
GoogleAlexandria University

“Game engineer with hands-on experience shipping systems for Horizon Worlds, including a notification platform that unlocked friending, invites, and achievement/prize UX. Also brings applied LLM gameplay experimentation, multiplayer networking/debugging expertise, and cross-platform VR/mobile experience spanning Meta Quest and Android.”

C#PythonJavaSwiftC++Unity+77
View profile
JL

Jonathan Lin

Senior Full-Stack Engineer specializing in frontend-heavy FinTech and marketplace platforms

Remote9y exp
StripeUniversity of Washington
ReactNext.jsTypeScriptTailwind CSSNode.jsJava+58
View profile
RJ

Richard Jackson

Screened

Senior Machine Learning Engineer & Solution Architect specializing in cloud AI systems

Atlanta, GA11y exp
GoogleUniversity of Miami

“Backend/ML platform engineer with Google experience leading Python microservices for an AI-driven recommendation/retrieval system, including PyTorch inference and a retrieval-augmented generation workflow. Strong in production Kubernetes + GitOps (ArgoCD), real-time Kafka/Spark pipelines, and phased on-prem/legacy to AWS/GCP cloud migrations with reliability-focused rollout and rollback practices.”

API DesignApache HadoopApache KafkaApache SparkAWSBackend Development+76
View profile

Interested in Rakesh?

We'll personally introduce you - no strings attached.

For Hiring Teams

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.

$250one-time kickoff
10%on successful hire
48hrsto first candidates
Post a Role90-day money-back guarantee. A fraction of traditional agency fees.

Discover more candidates like Rakesh

Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.

Search Talent

Connect with Rakesh

Rakesh 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

Recommended

Already have an account?

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee
Rakesh MunagaMid-level Full-Stack Engineer specializing in AI and FinTech platforms