Research Engineer

Building decentralized, verifiable and trustless AI systems

Guiding Principle

"Strive for perfection in everything you do. Take the best that exists and make it better. When it does not exist, design it."

— Sir Henry Royce

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Education & Affiliations

TOP SARV Consultancy
IIT Dhanbad
IIM Bangalore
University of East London
NRiT TBI
RIT
TOP SARV Consultancy
IIT Dhanbad
IIM Bangalore
University of East London
NRiT TBI
RIT

About Me

I'm working as a Software Engineer Intern at TOP SARV Consultancy Ltd in London. I recently completed a Master's in Blockchain and Financial Technologies with distinction at the University of East London.

I enjoy discussing topics related to AI and Blockchain, and I love meeting new people. Feel free to reach out for a virtual coffee chat!

Research Interest: Small language models, Privacy-preserving ML, Trusted execution environments, Blockchain, Zero-knowledge Proofs, Zero-trust infrastructure.

Programming Skills:

  • Programming Languages: JavaScript, Python
  • AI Development: TensorFlow, PyTorch, scikit-learn, Pandas, NumPy, LangChain, Model Context Protocol (MCP)
  • Blockchain Development: Solidity, Web3.js, Hardhat, Ganache, snarkjs, Docker, Kubernetes
  • Web Development: ReactJS, Node.js, Express.js, Bootstrap, HTML, CSS, SQL, Git, GitHub
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Featured Work

Notable Projects

Confidential Multi-Agent System
FEATURED TEE + Multi-Agent

Confidential Multi-Agent System

A production-ready system combining Coral Protocol and Phala Network to create a confidential, verifiable, multi-agent architecture for processing sensitive documents. Features TEE-secured computation, cryptographic attestation, and privacy-preserving agent coordination for handling confidential PDFs without exposing data to any single party.

Read Paper Learn More

TEE Solver Marketplace

PoC

Confidential computing PoC where solvers run inside Intel SGX enclaves. Logic and inputs remain private while results are cryptographically attested for DeFi applications.

TEE Solver Execution Flow
Watch Demo →

Telecom Multi-Agent Systems

Coral Protocol

Customer Validation and Screening is an automated, agent-based workflow built on Open Gateway APIs using the Coral Protocol. It enables enterprises to verify user identity, device integrity, location, SIM status, and tenure in real time.

Telecom Multi-Agent System
Experience
TOP SARV Consultancy Ltd
Current

TOP SARV Consultancy Ltd

Nov 2023 – Jul 2024 · 9 mos

  • Designed and implemented network fault-detection multi-agent systems using Open Gateway APIs, enabling automated diagnosis and coordination across agents.
  • Developed architecture diagrams and design documents for single-agent/multi-agent system use cases.
  • Contributed to Confidential AI research, evaluating the maturity and adoption levels of Trusted Execution Environments (TEEs) and Zero-Knowledge Proofs (ZKPs) that can be applied to secure multi-agent systems.
  • Building multi-agent systems and researching confidential AI with TEE and ZKP technologies.
  • Assessed the scope of partnerships with confidential computing platforms, aligning their capabilities with Coral Protocol's.
IIT Dhanbad
Research

Project Intern (IIT Dhanbad)

Nov 2023 – Jul 2024 · 9 mos

  • Designed a redactable blockchain for digital twins in the healthcare sector, implementing secure data storage, data-sharing protocols, and IoT device authentication using Zero-Knowledge Proofs.
  • Developed a privacy-preserving anomaly detection system using KNN and Homomorphic Encryption (HE), achieving 95.35% accuracy.
  • Conducted literature reviews to align cryptographic methods with healthcare use cases and contributed to high-impact publications through Ethereum-based simulations on Azure Cloud.
  • Delivered technical presentations to interdisciplinary teams, demonstrating scalability and efficiency of the proposed framework.
IIM Bangalore
Analytics

Project Intern (IIM Bangalore)

Apr 2023 – Jul 2023 · 4 mos

  • Conducted quantitative analysis on cryptocurrency datasets, identifying wallet patterns, exchange platforms, and HEX address activities.
  • Designed heuristic algorithms to cluster 75,000+ HEX wallets and decode 53,000 Bitcoin and Ethereum addresses using API calls for affiliation prediction.
  • Analyzed transaction volumes and correlations across centralized and decentralized exchanges to identify high-volume nodes and potential anomalies.
  • Developed heuristic-based correlation analysis, visualizations, and clustering metrics to enhance predictive analytics for wallet identification.
RIT
Blockchain

Undergraduate Researcher (RIT)

Jan 2023 – Jul 2023 · 7 mos

  • Conducted research on two projects, deploying a permissioned blockchain infrastructure for supply chain and e-commerce (ONDC) use cases.
  • Built a full-stack decentralized application including smart contracts, APIs, frontend development, and blockchain security analysis.
  • Evaluated blockchain network performance using the Hyperledger Caliper benchmarking tool.
NRiT
Website Development

Project Intern (NRiT TBI)

Feb 2022 – Dec 2022 · 11 mos

  • Worked on a sponsored project titled "9th Sense web portal for MSMEs and NGOs using AI, ML & Data Science."
  • Built an automation system enabling MSMEs and NGOs to generate single-page websites.
  • Designed ML-based recommendation algorithms and a real-time chat application for customer interaction.
5TechG
Frontend Development

Frontend Developer (5TechG Lab LLP)

Dec 2021 – Feb 2022 · 3 mos

  • Designed and implemented responsive UI for a production-level e-commerce platform (DB Agro).
  • Optimized UI/UX workflows and ensured cross-browser compatibility.
  • Collaborated with backend teams using Agile practices and Git-based version control.
Academic Work

Research
Publications

Peer-reviewed research advancing the frontiers of blockchain security, privacy-preserving machine learning, and cryptographic systems for decentralized infrastructure.

FRAMEWORK
HEALTHCARE
BLOCKCHAIN

01. ZTML Framework

2024 / THESIS
ZTML Framework

zkSNARK • TEE • Privacy-Preserving ML

Master's Thesis

A Zero-Knowledge and TEE-Enabled Framework for Cryptographically Verifiable Machine Learning Inference. Combines zkSNARK proofs with trusted execution environments for provably correct AI inference.

02. Healthcare Digital Twin

2024 / IIT
Healthcare Digital Twin

Blockchain • IoT • Anomaly Detection

95.35% Accuracy

Blockchain-Enhanced Healthcare Digital Twins with secure EHR management. Implemented redactable blockchain, IoT authentication using Zero-Knowledge Proofs, and privacy-preserving anomaly detection with Homomorphic Encryption.

03. Secure Digital Twin

2024 / IIT
Secure Digital Twin

Cryptography • Healthcare • ZKP

IIT Dhanbad

A cryptographic framework with redactable blockchain integration for healthcare systems. Ensures data integrity and privacy through advanced cryptographic protocols and secure data-sharing mechanisms.

04. ONDC E-Commerce

2023 / RIT
ONDC Blockchain

Hyperledger Fabric • E-Commerce • ONDC

Performance Tested

Blockchain Revolutionizing E-commerce System with enhanced ONDC standards. Deployed permissioned Hyperledger Fabric infrastructure with full-stack dApp and Caliper benchmarking for India's open digital commerce network.

05. Agriculture Supply Chain

2023 / SPRINGER
Agriculture Supply Chain

Blockchain • Traceability • Agriculture

Published: Springer

Blockchain-Based Supply Chain System for agriculture. Case study demonstrating end-to-end traceability, transparency, and trust in agricultural supply chains using distributed ledger technology. Awarded by government authorities.

Writing & Insights

Blogs & Articles

Technical deep-dives and thought leadership on AI, blockchain, and cryptography.

MEDIUM 10 min read

zkSNARKs Explained: A First-Principles Walkthrough

Deep dive into zero-knowledge proofs from mathematical foundations to practical implementations.

Read Article
DEV.TO 8 min read

Small Language Models: A Better Way to Agentic AI

Exploring how smaller, specialized language models enable more efficient agentic systems.

Read Article
MEDIUM 12 min read

ONDC: Blockchain and ZKPs for Secure E-Commerce

Building India's open network for digital commerce with privacy-preserving technologies.

Read Article
MEDIUM 15 min read

Revolutionizing Electoral Bonds with Blockchain

Transparency, privacy, and accountability in India's electoral system using ZKPs.

Read Article