System Engineer at Tata Consultancy Services (TCS) | B.E. Computer Science (2024) | CGPA: 9.26/10 (Top 5%)
Specializing in cloud-native AI applications, agentic automation systems, and enterprise-grade multi-agent architectures across Microsoft Azure and Google Cloud Platform. Expert in building intelligent solutions using Semantic Kernel, AutoGen, MCP Protocol, and Google ADK. Proven track record in optimizing enterprise workflows, reducing latency by up to 800%, and leading teams to victory in national hackathons.
May 2025 – Present | Bengaluru, Karnataka
Tech: Azure AI Foundry, Azure AI Search, Azure Functions, Cosmos DB, Python, FastAPI
- Increased throughput by 800% (7→70 queries/request) by enhancing Azure AI Search with custom semantic ranking.
- Reduced false positive extraction rate by 35% through evaluation-framework-driven quality validation.
- Enabled reliable downstream decision support without human verification loops.
Tech: Azure ML Studio, Azure Event Hubs, Azure DevOps, Docker, Terraform, SonarQube
- Achieved 93% anomaly detection and 88% RUL prediction accuracy for real-time operational support.
- Reduced alert latency from minutes to <500ms by streaming sensor data via Azure Event Hubs.
- Decreased debugging time from months to hours by integrating AI-assisted SAST/DAST into CI/CD pipelines.
- Established observability using Azure Monitor and Application Insights, significantly reducing MTTR.
Tech: Azure OpenAI, Semantic Kernel, Azure AI Foundry, Azure Functions
- Reduced process time from weeks to minutes with zero manual intervention.
- Achieved 100% document accuracy on first generation using validation agents against enterprise compliance rules.
Tech: Microsoft Fabric, Python, Azure SQL, PySpark, Azure Data Factory
- Engineered backend orchestration for fragmented supply chain data, enabling real-time consistency.
- Reduced end-to-end data pipeline latency by 45% through optimized PySpark transformations.
Tech: GCP Vertex AI, BigQuery, Google ADK, Cloud Run, Terraform
- Built serverless agentic AI prototypes on GCP Cloud Run, validating multi-step reasoning patterns.
- Reduced infrastructure provisioning time by 60% via Terraform IaC.
- Designed cloud-agnostic MCP integration patterns, reducing future multi-cloud migration effort by 40%.
| Category | Technologies |
|---|---|
| Languages |     |
| Backend |    |
| Cloud |    |
| AI & Agents |     |
| DevOps |    |
| Data |    |
- Agentic AI Business Solutions Architect (AB-100)
- Azure AI Engineer Associate (AI-102)
- Fabric Analytics Engineer Associate (DP-600)
- AI Transformation Leader (AB-731) • AI Business Professional (AB-730)
- Azure Fundamentals (AZ-900) • AI Fundamentals (AI-900) • Data Fundamentals (DP-900)
- Professional Cloud Developer
- Generative AI Leader
- Intelligent Search Technical Expert
- NVIDIA Accelerated Data Science Associate
- Anthropic Claude Certified Developer
- GitHub Copilot (GH-300) • GitHub Foundations (GH-900)
- IBM DevOps Essentials
A unified agentic system merging quick commerce, e-commerce, and traditional supply chains.
- Tech: Python, PydanticAI, MCP Protocol, cuGraph, vLLM, Qwen3-4B
- Impact:
- Built 5 specialized agents with runtime tool discovery.
- Achieved 91% token reduction through hybrid GPU/LLM reasoning.
- Accelerated fraud graph traversal by 56× on 100K-node datasets.
- Enabled real-time 1.4ms inventory scans with CPU fallback.
Hybrid quantum-classical system for detecting optimal multi-hop currency arbitrage cycles.
- Tech: Python, Qiskit, IBM Quantum Runtime, IBM Eagle r3 backend
- Impact:
- 71% qubit efficiency improvement (70→20 qubits) via binary node encoding.
- Reduced computation time from ~30,000+ years to ~3 minutes.
- Validated globally optimal cycle delivering 0.175% profit.
Full-stack AI-powered admission simulation platform processing historical cutoff ranks.
- Tech: React 18, TypeScript, Node.js, OpenAI API, Google Generative AI
- Impact:
- Processed 18,716 historical cutoff ranks across 224 colleges.
- Implemented RAG-inspired pipeline for Kannada document extraction.
- Automated generation of Study and Kannada Medium Certificates.
View all publications on Google Scholar
"Driven by curiosity, powered by code, focused on impact."