Omisha Gupta
Architecting Solutions at AWS | GenAI & Infrastructure
- Role
- Solutions Architect Ii - Startups at Amazon Web Services (AWS)
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Omisha Gupta
As a Solutions Architect at AWS, focused on India\'s startup ecosystem. I work with high-growth startups to design cloud-native architectures, drive GenAI adoption, and execute competitive migrations from GCP, Azure, and third-party AI platforms to AWS.My work spans architecture reviews, infrastructure security assessments, migration planning, AI/ML enablement. Passionate about helping startups scale efficiently on AWS while making smart technology bets on GenAI.
Experience
Solutions Architect Ii - Startups
Jan 2023 — Present · Bengaluru, IN
Architecting cloud solutions for high-growth startups, specializing in GenAI strategy, infrastructure modernization, and cost optimization-> Designing end-to-end GenAI systems: distributed training infrastructure, inference optimization (batching, caching, multi-model endpoints), model evaluation & selection (foundation models vs fine-tuning vs training from scratch), RAG architectures, and responsible AI frameworks -> Optimizing GenAI infrastructure for cost and performance—right-sizing GPU clusters, implementing auto-scaling for training workloads, reducing inference latency through model quantization and efficient serving patterns -> Leading infrastructure transformations: migrating monoliths to containerized/serverless architectures with IaC (Terraform, CDK), reducing ops overhead 40-60%-> Driving FinOps across compute, storage, and ML workloads—identifying $1M+ annual savings through reserved capacity planning, spot instance strategies, and architectural refactoring -> Building growth projections for startups, modeling infrastructure costs across training, inference, and data pipeline requirements -> Partnering with founders and engineering leaders on technical strategy, authoring best-practice content, and delivering workshops on AI/ML architecture.
Education
Chhatrapati Shahu Ji Maharaj University
BCA, Computer Science
2013 — 2016
Dhirubhai Ambani University
Master of Science, Information Technology
2016 — 2018
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.