Ritesh K.

Co-Founder

Mumbai, India2 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in architecting scalable AI and Web3 systems.
  • Proven track record in multi-chain DeFi infrastructure.
  • Strong background in agentic AI and data engineering.
Stackforce AI infers this person is a Fintech and AI Engineering expert with a focus on scalable backend systems.

Contact

Skills

Core Skills

Backend DevelopmentBlockchain EngineeringAgentic AiData EngineeringMlopsAi/ml Engineering

Other Skills

NestJSTypeScriptSolidityEthers.jsBitcoinSolanaPostgreSQLPrismaDockerAWSTurnkeyLI.FIBridge.xyzJWTADK

About

Building scalable AI & Web3 systems at the intersection of intelligent agents and decentralized infrastructure. I’m Ritesh Khamitkar — a Backend, AI, and Blockchain Engineer focused on architecting production-grade systems across multi-chain Web3 and agentic AI. I specialize in designing systems that are not just functional, but scalable, secure, and production-ready from day one. What I do: • Architect backend systems using NestJS, FastAPI, and microservices patterns • Build multi-chain infrastructure across Ethereum (L1/L2), Solana, and Bitcoin • Develop non-custodial wallet systems, smart contracts, and DeFi integrations • Design agentic AI systems using ADK, MCP, RAG pipelines, Mem0, and LlamaIndex • Implement real-time data pipelines using Kafka, gRPC, WebSockets, and event-driven systems Experience highlights: • Built and scaled multi-chain DeFi infrastructure with wallet systems, swaps, yield integrations, and on/off-ramps • Engineered agentic AI platforms with multi-agent orchestration and production LLM pipelines • Developed DEX automation systems with smart routing, mempool monitoring, and execution strategies • Worked on distributed AI systems and large-scale data pipelines in production environments Tech I work with: NestJS · TypeScript · Python · FastAPI · Solidity · Ethers.js · Bitcoin · Solana · PostgreSQL · Prisma · Kafka · Neo4j · Pinecone · Docker · AWS · GCP · Turnkey · LI.FI · Bridge · JWT My approach: I focus on speed + quality — shipping production-ready systems fast using strong architecture, clean abstractions, and modern tooling. I prefer building real systems applying theoretical research with AI assisted development. If you're building in AI, Web3, or at their intersection - happy to connect and collaborate. Email: ritesh.khamitkar@gmail.com GitHub: github.com/riteshkhamitkar Calendly: calendly.com/ritesh-khamitkar

Experience

2 yrs 10 mos
Total Experience
1 yr 2 mos
Average Tenure
6 mos
Current Experience

Avvio

Founding Engineer

Nov 2025Present · 6 mos · United States · Remote

  • Architected and built a multi-chain, non-custodial crypto wallet and DeFi platform across EVM, Bitcoin, and Solana.
  • Built scalable backend using NestJS and TypeScript, defining modular Service–Handler architecture
  • Developed multi-chain transaction system with mempool broadcasting and chain abstraction
  • Engineered Bitcoin module for PSBT creation, Turnkey signing, and broadcasting
  • Integrated Turnkey SDK for passkey-based authentication, non-custodial wallets, and secure signing
  • Developed Solidity smart contracts for escrow and payment flows
  • Built DeFi yield and vault integrations with liquid staking systems
  • Integrated LI.FI and Bridge.xyz for cross-chain swaps and fiat on/off-ramps
  • Implemented KYC, virtual bank accounts (US/EUR), and card integrations
  • Designed JWT-based authentication with refresh tokens and auth guards
  • Implemented gas abstraction (paymasters) for EVM and Solana
  • Integrated Alchemy RPC, ethers.js, and blockchain-native data systems
  • Refactored backend to a blockchain-native architecture, improving reliability
  • Implemented Push Notifications/Email/SMS Backend for IOS and Android App.
  • Infrastructure:
  • AWS (EC2, RDS, S3, CloudTrail)
  • CI/CD using GitHub Actions
  • Docker and PM2 for deployment
  • AWS Secrets Manager, key rotation
  • Secure SSH tunnel access
  • Tech:
  • NestJS · TypeScript · Node.js · Solidity · Ethers.js · Bitcoin · Solana · PostgreSQL · Prisma · Docker · AWS · Turnkey · LI.FI · Bridge.xyz · JWT · System Design
NestJSTypeScriptSolidityEthers.jsBitcoinSolana+10

Qurios

Founding Engineer

Jan 2025Oct 2025 · 9 mos · Singapore · Remote

  • Agent Development kit(ADK by Google), Built memories using mem0, LLM, RAG, Data Pipelines, Kafka, Real-time Data Streaming, Llama index, BERT, Pinecone, Knowledge Graphs, React Typescript, Supabase, MCP Integration, Text-to-SQL refinement models, Agentic Workflows, gRPC:BloomRpc, RESTApi, Firewall Setup, Docker, GCP, Microservice Architecture, Cloud Run Pipeline, Vector Embeddings, Neo4j, Express.js, Webhooks, ngrok, Telegram bots, Crypto-fiat payments integration, Nest.js, Privy Wallet Integration, x402 protocol, Built e2e BaseMiniapp for Base App, Applied API hashing layer for authentication
ADKmem0LLMRAGKafkaReal-time Data Streaming+13

Jio platforms limited (jpl)

Devops and AI/ML Engineer

May 2023Dec 2024 · 1 yr 7 mos · Navi Mumbai, Maharashtra, India · On-site

  • Automated MLOps workflows using Jenkins, Helm, and Kubernetes for continuous model deployment.
  • Developed RESTful APIs for AI-powered microservices, ensuring scalable data-driven operations.
  • Implemented distributed model training on GCP with TensorFlow Extended (TFX) and Kubeflow.
  • Applied advanced hyperparameter tuning techniques (Bayesian Optimization, Grid Search) for model performance optimization.
  • Secured AI model APIs using OAuth2 and managed secrets with HashiCorp Vault for compliance with data governance standards.
JenkinsHelmKubernetesRESTful APIsGCPTensorFlow Extended+5

Jtp co. ltd.

Software Developer Intern

Oct 2022Nov 2022 · 1 mo · Remote

  • Worked on NAO Humanoid Robot.
  • Created Gestures of NAO robot in Python.
  • Learned Choreographe software development.
PythonChoreographe software development

Hecco technologies pvt ltd

Full-stack Developer

Apr 2022May 2022 · 1 mo · Delhi, India

  • Created Referral System for firm using HTML, CSS, PHP, Javascript, Framework : Bootstrap, Database: Sql.
HTMLCSSPHPJavaScriptBootstrapSQL

Bagcampus

MLOps Associate

Jun 2021Nov 2023 · 2 yrs 5 mos · Pune, Maharashtra, India · Remote

  • Designed CI/CD pipelines for automated model lifecycle management using Docker, Kubernetes, and Argo Workflows.
  • Built ETL pipelines for large-scale unstructured data preprocessing using Apache Beam and Airflow.
  • Deployed deep learning models for NLP and computer vision tasks using multi-modal learning techniques.
  • Integrated real-time anomaly detection systems using unsupervised learning algorithms.
  • Developed custom loss functions and optimization strategies for complex model architectures.
DockerKubernetesArgo WorkflowsApache BeamAirflowMLOps+1

Education

Birla Institute of Technology and Science, Pilani

Master's degree — Artificial Intelligence

Apr 2023Mar 2025

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