Engineering Leadership.
Structured Systems.

I work at the intersection of technology, scale, and business outcomes — helping systems and teams perform at their best.

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Years Experience

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Monthly Savings

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ETL Optimization

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Engineering Evolution

Foundation — Engineering Craft (2006–2012)

Built strong backend, API, and database foundations across enterprise applications.

Designed REST systems, optimized SQL performance, and introduced modular engineering practices.

Scale — Architecture & Systems Thinking (2012–2018)

Led platform re-architecture in regulated environments.

Improved maintainability, introduced structured frameworks, and strengthened compliance-driven delivery.

Optimization — Data & Cloud Transformation (2018–2024)

Reduced ETL processing time by 60% (16h → 6h).

Delivered $20K+ monthly cloud savings and modernized distributed cloud data platforms.

Leadership — Engineering Strategy (2024–Present)

Leading GenAI Integration & SaaS Architecture at Convoso.

Driving STT, Transcription, and Sentiment Analysis using Deepgram & OpenAI for a high-scale CCaaS platform.

Featured Projects

A selection of high-scale enterprise platforms, AI innovations, and specialized architectures delivered over the years.

01Projects
Multi-Agent AI Conductor
Generative AI
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Multi-Agent AI Conductor

Built a fully containerized multi-agent AI framework orchestrating Task, Calendar, and Knowledge agents via Gemini 2.5 Flash.

Key Impact

A robust, auto-scaling AI engine capable of interpreting and coordinating deeply intertwined schedules and tasks simultaneously.

Vertex AIGeminiCloud RunFirestore+2 more
Convoso — AI Driven CCaaS
Generative AI
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Convoso — AI Driven CCaaS

Leading the transformation of Contact Center as a Service (CCaaS) with GenAI integration for real-time intelligence.

Key Impact

Integrated Deepgram and OpenAI to deliver actionable voice intelligence at scale.

DeepgramOpenAIPythonNode.js+1 more
AI-Powered Agentic Travel Planner
Artificial Intelligence
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AI-Powered Agentic Travel Planner

Lead architect for a travel platform using multi-agent AI for flight discovery, hotel mapping, and itinerary generation.

Key Impact

Fully automated end-to-end trip planning using coordinated LLM agents.

FastAPIReactAmadeus APIsLangChain+1 more
ASCENT — Enterprise ETL & Platform
Data Engineering
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ASCENT — Enterprise ETL & Platform

Architected a large-scale KPI analytics platform for supply chain management. Optimized complex ETL pipelines processing massive datasets.

Key Impact

60% reduction in ETL time (16h → 6h) and $20K/month compute cost savings.

Azure Data FactoryDatabricksData LakeSQL DW+1 more
Aligned Clinical Notes (EHR)
Health-Tech
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Aligned Clinical Notes (EHR)

An Enterprise EHR charting system for patient encounter tracking, medication orders, and lab management.

Key Impact

Streamlined clinical workflows for multiple healthcare facilities with secure data management.

PHPMySQLeFax APIBootstrap+1 more
PaDiSys — Clinical Trials Platform
Health-Tech & Compliance
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PaDiSys — Clinical Trials Platform

Led development of a real-time electronic patient diary system for global clinical trials, ensuring strict data integrity.

Key Impact

HIPAA & GDPR compliant architecture with full audit trails and secure workflows.

AWS EC2S3SNSRDS+1 more
Spark — Enterprise SaaS Platform
Cloud Architecture
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Spark — Enterprise SaaS Platform

Designed a high-availability distributed SaaS platform serving elite global brands for merchandise sales and workflow management.

Key Impact

Scalable architecture serving Fortune 500 clients including PepsiCo and Uber.

AWS LambdaRabbitMQRedisDynamoDB+1 more
Konvurge — Social Networking
Mobile & Real-time
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Konvurge — Social Networking

A hybrid social network delivering event promotion and real-time video broadcasting across mobile platforms.

Key Impact

Successfully delivered real-time video streaming and notification features for Android and iOS.

Android/iOSPHP APIAmazon SNSLive Streaming

What Leaders Say

Sailesh is an incredible developer with an eye for minute details that even business analysts may miss. An excellent team player and project manager who makes collaboration seamless.

Rashmi Gurnani — CEO, AKT Health Analytics

Credentials

Education

Indian Institute of Technology, Roorkee

Executive Post Graduate Certificate in Data Science & Artificial Intelligence

Indian School of Business (ISB)

Executive Certificate in Product Management

Osmania University

Master of Computer Applications (MCA)

Engineering Edge

Deep dives into Cloud Architecture, Technical Strategy, and the future of SaaS. Explore my latest technical thoughts and engineering guides.

02Articles

Building scalable systems and teams

Driving AI, SaaS, and Cloud transformation at scale.

Contact Me