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  • Northeastern University
  • Boston, MA

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@CSYE6225-CloudNet-ManishRao

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rao-manish-24/README.md

Hi, I'm Manish Rao πŸ‘‹

Senior Software Engineer with 5+ years of experience building distributed backend systems, financial platforms, and AI/ML integrations.

Currently at JP Morgan Chase & Co. in Dallas, Texas β€” designing and implementing secure, high-throughput payment APIs and microservices for banking operations.


What I'm Working On

  • Building secure payment APIs handling high-volume concurrent requests using Java, Spring Boot, and Spring Security
  • Developing payment validation and fraud detection microservices with Kafka event streams
  • Partnering with data science teams on AI-powered engineering assistants using Generative AI and Hugging Face

What I'm Exploring

  • Generative AI frameworks, prompt engineering, and RAG workflows
  • LLM fine-tuning and deployment at scale
  • Event-driven architectures and distributed systems patterns
  • AI agent orchestration with LangChain, LangGraph, and smolagents

Professional Experience

JP Morgan Chase & Co. β€” Software Engineer

Dallas, Texas | Jan 2025 - Present

  • Secure payment APIs (Java, Spring Boot, Spring Security) β€” ACH transfers, settlements, authorization workflows
  • OAuth2/JWT authentication across multiple financial microservices
  • PostgreSQL optimization β€” 35% improvement in reconciliation and transaction lookup performance
  • Redis caching β€” reduced transaction latency from 350ms to under 120ms
  • Docker + AWS EKS + Kubernetes autoscaling with Helm and Jenkins CI/CD
  • AI-powered engineering assistant using Hugging Face β€” reduced troubleshooting time by 25%

Accenture β€” Software Engineer

India | Jan 2021 - Jul 2023

  • Backend services for digital banking β€” Java, Spring Boot, Hibernate, REST APIs
  • Reduced API latency from 5s to under 2s for high-volume banking operations
  • Event-driven microservices with Apache Kafka for payment workflows
  • React.js dashboards with TypeScript for real-time monitoring of payment processing and fraud alerts
  • AWS deployments (EC2, S3, RDS) with Docker and Terraform
  • Prometheus and Grafana monitoring, JUnit/Mockito testing
  • Mentored junior engineers through code reviews and knowledge-sharing sessions

Tatvasoft β€” Software Engineer

India | Jul 2019 - Dec 2020

  • Backend services using Node.js and Express.js for supply chain platform β€” 5,000+ monthly transactions
  • React.js frontend β€” reduced page load time by 20%
  • MySQL optimization β€” improved query performance by 25%
  • Agile workflows with Jira, Git-based releases

Education

Northeastern University β€” MS in Software Engineering Systems (Sep 2023 - May 2025)

  • Coursework: Generative AI, Data Engineering with LLM, Cloud Computing, Design Patterns, Algorithms, Data Science

NMAM Institute of Technology β€” BE in Computer Science (Aug 2016 - Jul 2020)

  • Coursework: Machine Learning, Data Structures, DevOps, NLP, Big Data

Tech Stack

Languages: Java, Python, JavaScript, TypeScript, Go, SQL, C++, Scala

Backend: Spring Boot, Spring Security, Hibernate, Node.js, Express.js, FastAPI, Flask, GraphQL, REST APIs

Frontend: React, Angular, Redux, Bootstrap, Tailwind CSS

Databases: PostgreSQL, MySQL, MongoDB, Redis, Kafka, Snowflake, Neo4j, Elasticsearch

Cloud & DevOps: AWS (EKS, EC2, S3, RDS, ECR, ECS), GCP, Docker, Kubernetes, Terraform, Jenkins, Helm, GitHub Actions, GitLab CI, Nginx

Observability: Prometheus, Grafana, ELK Stack, OpenTelemetry

AI/ML: Hugging Face, LangChain, LlamaIndex, LangGraph, RAG, PyTorch, TensorFlow, Scikit-Learn

Testing: JUnit, Mockito, OpenAPI/Swagger


Certifications

  • Neo4j Certified Professional & Graph Data Science Certification
  • LangChain: Introduction to LangGraph, Deep Research with LangGraph, Agent Observability & Evaluations
  • DeepLearning.AI: AI Agents in LangGraph, Knowledge Graphs for RAG, Building AI Voice Agents, Evaluating AI Agents, Building Code Agents with smolagents
  • Accenture Celebrates Excellence (ACE) Award

Featured Projects

Project Stack
CVE Guardian β€” Vulnerability scanning with data engineering pipeline Airflow, Kafka, Neo4j, OpenAI, Snowflake, LlamaIndex
Alfred Agent β€” AI agent for party planning using smolagents smolagents, Hugging Face, OpenTelemetry, Langfuse
Elastic Search Indexer β€” Health insurance record search system Flask, Elasticsearch, RabbitMQ, Redis, OAuth 2.0
Sketch Generation with GANs β€” cGAN for photo-realistic image generation GANs, Deep Learning, CUDA, ResNet-50

Connect


When in doubt, I let the metrics argue.

Pinned Loading

  1. Adv-Big-Data-Indexing--Scalable-Search-Indexing-for-JSON-Objects-of-Hospital-Plans Adv-Big-Data-Indexing--Scalable-Search-Indexing-for-JSON-Objects-of-Hospital-Plans Public

    Python

  2. ML--German-Traffic-Signs-Classification-using-CNN-Tensorflow ML--German-Traffic-Signs-Classification-using-CNN-Tensorflow Public

    Jupyter Notebook

  3. Go--Ecommerce-Application Go--Ecommerce-Application Public

    Go

  4. Build-your-own-Database-Redis- Build-your-own-Database-Redis- Public

    Go

  5. DataScience--Credit-Limit-Allocator-using-Machine-Learning DataScience--Credit-Limit-Allocator-using-Machine-Learning Public

    Jupyter Notebook

  6. Go-Payment-Stripe-API-Simple-Backend-Payment-Intents Go-Payment-Stripe-API-Simple-Backend-Payment-Intents Public

    This project is a basic backend service built in Go, designed to demonstrate the integration of a payment gateway (Stripe) and handling of HTTP requests. The backend allows users to create payment …

    Go