Ishaan S.

CEO

Mumbai, Maharashtra, India12 yrs 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in Generative AI and cloud architecture.
Led digital transformation for a major fundraising platform.
Proven track record of reducing costs and improving efficiency.

Stackforce AI infers this person is a SaaS-focused Software Engineer with expertise in cloud architecture and AI solutions.

Contact

Skills

Core Skills

Generative AiCloud ArchitectureSolution ArchitectureDigital TransformationCloud ComputingTechnical AdvisoryBackend DevelopmentStartup LeadershipSoftware DevelopmentAutomation

Other Skills

RAGLLM fine-tuningAWS AI servicesAWSplatform scalinguser onboardingpayment gatewaysGCPtechnical challengesbest practicesPythonDjangoorder managementpayment solutionsC++

About

Experienced Software Engineer and Solutions Architect with strong background in cloud architecture. Building production-grade Generative AI solutions using RAG, Vector Databases, and Semantic Search and implementing enterprise LLM applications with embedding models, prompt engineering, and model optimization (fine-tuning, quantization, distillation).

Experience

12 yrs 11 mos

Total Experience

1 yr 8 mos

Average Tenure

1 yr 6 mos

Current Experience

Amazon web services (aws)

Solutions Architect

Dec 2024 – Present · 1 yr 6 mos · Mumbai, Maharashtra, India · On-site

Drive digital transformation through innovative AWS solutions, specializing in Generative AI and cloud architecture that aligns with business objectives
Built enterprise-grade RAG-based AI agents and implemented LLM fine-tuning/quantization, reducing infrastructure costs by 60% while improving query accuracy
Developed multi-modal applications leveraging AWS AI services (Polly, Bedrock, Transcribe) for natural human-AI interactions
Member of Generative AI, Serverless, Next Generation Developer Experience, DevOps, CloudOps and Well-Architected Framework SME community

Generative AIcloud architectureRAGLLM fine-tuningAWS AI servicesCloud Architecture

Letsventure

Head Of Engineering

Feb 2022 – May 2024 · 2 yrs 3 mos

Lead the digital transformation of India's largest platform for early stage startup fundraise. Scaled the platform to allow the platform to seamlessly onboard users, deals and reporting(Digital KYC, payment gateways, document automation). Improved revenues by 5x without increasing the team size and improved NPS by 50 points.

digital transformationplatform scalinguser onboardingpayment gatewaysSolution ArchitectureDigital Transformation

Google

Software Engineer

May 2019 – Apr 2022 · 2 yrs 11 mos · Mumbai, Maharashtra, India

Trusted technical advisor to the most strategic GCP Cloud customers
Solve complex Cloud technical challenges
Create and deliver best practices recommendations, tutorials, blog articles, sample code, and technical presentations adapting to different levels of key business and technical stakeholders

GCPtechnical challengesbest practicesCloud ComputingTechnical Advisory

Airbase

Software Engineer

Oct 2018 – May 2019 · 7 mos · Mumbai Area, India

Backend development using Python Django, and site operations.
Architect and design new features and products.

PythonDjangobackend developmentBackend Development

Yourmenu

Co-Founder & CTO

Jan 2018 – Oct 2018 · 9 mos · Mumbai, Maharashtra, India

Contactless, geo-fenced order management and payment solution for large food and beverage outlets. Aimed at lowering servicing time and improving customer experience.

order managementpayment solutionsStartup Leadership

Crowdfire

Senior Software Engineer

Mar 2017 – Feb 2018 · 11 mos · Mumbai Area, India

Apple

Software Development Engineer

Nov 2015 – Nov 2016 · 1 yr

Early stage software engineer for Apple’s Special Projects Group (SPG) where I wrote software in Python and C++ to automate verification and validation of a full stack distributed software platform.

PythonC++automationSoftware Development

Ayla networks

Software Development Engineer

Jul 2012 – Oct 2015 · 3 yrs 3 mos · Sunnyvale

Built Python automation framework with Jenkins, reducing test development time by 70%
Architected performance testing framework for AWS platform scalability; identified and resolved system bottlenecks
Developed iOS/Android demo apps showcasing platform capabilities
Led API testing and performance optimization using JMeter

PythonJenkinsperformance testingAutomation