Vijay Reddy

Software Engineer

Bengaluru, Karnataka, India12 yrs 10 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in architecting scalable AI systems.
Proven track record in cloud-native solutions.
Strong leadership in cross-functional teams.

Stackforce AI infers this person is a highly skilled AI Architect specializing in scalable cloud solutions and agentic systems.

Contact

Skills

Core Skills

Agentic AiAi ArchitectureLlm SystemsApplied MlCloud Solutions

Other Skills

Agentic FrameworkRetrieval-Augmented Generation (RAG)Multi-agent SystemsModel Context Protocol (MCP)Chatbot DevelopmentLarge Language Models (LLM)Python (Programming Language)Microsoft AzureLangChainGen AIMicroservicesArtificial Intelligence (AI)Cross-functional Team LeadershipKubernetesAmazon Web Services (AWS)

About

𝗔𝗜 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 | 14+ 𝘆𝗲𝗮𝗿𝘀 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 I design and build production-grade AI platforms and agentic systems that solve real-world problems at scale. 𝗪𝗵𝗮𝘁 𝗜 𝗱𝗼 → Architect agentic AI systems and LLM-powered platforms → Build scalable, cloud-native AI solutions → Design RAG pipelines and multi-agent workflows → Enable end-to-end AI deployment with MLOps & CI/CD 𝗙𝗼𝗰𝘂𝘀 𝗔𝗿𝗲𝗮𝘀 → Agentic AI: multi-agent systems, orchestration, autonomous workflows → LLM Systems: RAG, prompt engineering, evaluation, deployment → AI Architecture: distributed systems, platform engineering, scalability → Applied ML: real-world models for fraud, telecom, and enterprise use cases 𝗕𝗲𝘆𝗼𝗻𝗱 𝗪𝗼𝗿𝗸 I share insights as a Tech Content Creator, breaking down complex AI systems into practical, easy-to-understand concepts.

Experience

12 yrs 10 mos

Total Experience

2 yrs 1 mo

Average Tenure

3 yrs 6 mos

Current Experience

Synopsys inc

3 roles

Sr Staff Engineer, R&D

Promoted

Jan 2025 – Present · 1 yr 5 mos

Worked at the forefront of Synopsys’ Generative AI initiatives, architecting end-to-end agentic AI solutions for hardware design engineers.
Designed scalable, model-agnostic platforms integrating multi-LLM orchestration, RAG pipelines, and microservices-based MCP architectures.
Established a robust foundation for AI-native EDA toolchains, improving developer productivity and accelerating design cycles.

Agentic FrameworkRetrieval-Augmented Generation (RAG)Multi-agent SystemsModel Context Protocol (MCP)Chatbot DevelopmentAgentic AI+1

Research & Development, Staff Engineer

Promoted

Feb 2024 – Jan 2025 · 11 mos

Large Language Models (LLM)Python (Programming Language)Retrieval-Augmented Generation (RAG)Microsoft AzureLangChainGen AI+2

R & D Engineer, Sr II

Dec 2022 – Feb 2024 · 1 yr 2 mos

Oracle

Principal SoftwareEngineer- OCI

Oct 2021 – Dec 2022 · 1 yr 2 mos

Architected and delivered an OCI self-service platform enabling efficient cloud provisioning and large-scale microservices deployments on Kubernetes. Developed automation frameworks and applied ML-driven anomaly detection to enhance system reliability and performance. Led engineering teams, mentored developers, and contributed to hiring and technical growth

MicroservicesArtificial Intelligence (AI)Python (Programming Language)Cross-functional Team LeadershipKubernetesAI Architecture+1

Siemens digital industries software

Senior Software Engineer

Dec 2018 – Oct 2021 · 2 yrs 10 mos · Pune, Maharashtra, India

Migrated on-prem CAD products to AWS as part of a SaaS transformation, designing serverless and Kubernetes-based architectures for scalable, resilient systems. Built CI/CD pipelines, automation solutions, and applied machine learning techniques to improve system reliability and monitoring, enhancing overall operational efficiency.

Amazon Web Services (AWS)Python (Programming Language)Machine LearningDjango REST FrameworkArtificial Intelligence (AI)Cloud Solutions+1

Nice ltd

Technical Lead

Sep 2017 – Dec 2018 · 1 yr 3 mos · Pune Area, India

Built fraud detection systems using NICE Actimize IFM, integrating rule-based logic with XGBoost-driven ML models to improve accuracy and reduce false positives. Designed hybrid architectures enabling scalable, real-time fraud monitoring.

Hsbc

Senior Software Engineer

Jun 2016 – Aug 2017 · 1 yr 2 mos · Pune Area, India

Built and managed AWS infrastructure (VPC, EC2, S3, IAM, Lambda, Route53), while developing Python and Shell automation to reduce operational effort and supporting fraud detection systems to enhance monitoring and risk mitigation.

Tech mahindra (formerly mahindra satyam)

Software Engineer

Jun 2013 – May 2016 · 2 yrs 11 mos

Automated operational workflows using Shell and Python scripting, significantly improving efficiency and reliability. Supported AT&T production systems with AppDynamics monitoring and managed change/release processes to ensure service continuity.