

Dynamic technology leader and award-winning entrepreneur with 17 years of experience driving innovation at the intersection of AI engineering, enterprise architecture, and business strategy. I specialize in transforming complex ideas into scalable, revenue-driving platforms and leading teams through high-impact technical and organizational change.
In my role as Senior Software Architect at IVRNET (Harris Computers), I lead strategic initiatives that integrate AI-powered voice systems, real-time communication technologies, and PCI DSS Level 1 compliant infrastructure. I played a central leadership role in architecting and operationalizing the company’s PCI Level 1 ecosystem—aligning engineering execution with regulatory, financial, and business objectives. My work directly supports mission-critical systems that handle secure transactions, financial aggregation, and large-scale customer communication.
My entrepreneurial journey—building products and scaling startups to valuations over USD 1 million—has shaped my ability to blend technical vision with strategic business thinking. I bring a strong understanding of product design, customer value, commercialization, and sustainable growth. This experience also contributed to receiving the South Indian Startup Award (SISA) for technological innovation and business impact.
My work in AI spans RAG architectures, agentic systems, LLM orchestration, voice AI engineering, and real-time media pipelines. I integrate advanced AI capabilities into legacy telecom environments, enabling smarter automation, improved customer experience, and operational efficiency. Combined with leadership training through the Gies College of Business (University of Illinois), I bring a balanced approach to technology leadership—one that emphasizes strategic alignment, organizational development, and long-term scalability.
With a leadership style grounded in clarity, collaboration, and purposeful innovation, I focus on enabling teams, modernizing infrastructure, and delivering AI-driven solutions that create measurable business value.
Python (Django, FastAPI, Flask)
API Design, Distributed Systems
Langchain , Langraph
LLM Fine-Tuning, RAG, Agentic AI (IBM Certified)
PydanticAI, LangFlow, Prompt Engineering
Voice AI: Whisper, TTS Pipelines
Azure, AWS, DigitalOcean
Docker, Kubernetes, CI/CD
Observability: ElasticSearch, OpenSearch, Graylog, Wazuh
Asterisk (Expert), ARI/AMI
SIP, RTP, SMPP Protocols
Kamailio, FreeSWITCH, Simulcrypt
PCI-DSS Level 1, SOC2
Secure SDLC, System Hardening
Firewall & Network Security, DR Planning (Zerto)
Technical Team Leadership
Product Architecture & Innovation
Startup Operations (Award-Winning Entrepreneur)
Strategic Leadership & Management
Certified in Microsoft AI Tools