I want to be somewhere that's building real things with AI, not just experimenting with it. I've spent the last few months shipping agentic systems and RAG pipelines into production on AWS, and I'm looking for a team where that kind of work is the core, not a side project. Ownership matters a lot to me, I like being the person who takes a messy problem and sees it all the way through.
Mohsin Sheikhani
@mohsinsheikhani
I am a Senior Full-Stack Engineer specializing in AWS and GenAI.
What I'm looking for
AI and Agentic Systems Engineer with 5+ years of experience designing, building, and deploying production-grade AI, LLM, and cloud-native systems. Proven track record of taking agent-based and LLM-powered solutions from prototype to PoC to scalable production. Deep expertise in agentic workflows, MCP tool invocation, RAG pipelines, cloud infrastructure, and API-first system design. Strong background in AWS-based deployments, deterministic agent execution, evaluation pipelines, and secure AI architectures.
Experience
Work history, roles, and key accomplishments
Designed an event-driven multi-agent financial intelligence system with autonomous anomaly detection, natural language querying via LLM tool-use, and predictive cash flow forecasting, orchestrating agent-to-agent communication with human-in-the-loop approval workflows.
Developed automated evaluation pipelines using LLM-as-a-judge scoring, deterministic test harnesses.
Senior Cloud Software Engineer
McCarthy Tire Services
Jan 2025 - Jul 2025 (6 months)
Designed and shipped AI-driven backend services integrating OpenAI for text generation and image synthesis, automating enterprise workflows and reducing manual design tasks by about 40%. Built serverless microservices on AWS (Lambda, API Gateway, S3, RDS/PostgreSQL) and introduced patterns that cut infrastructure costs by 30%.
Senior Backend Engineer
SYDT OÜ
Jan 2024 - Jan 2025 (1 year)
Delivered AI automation solutions and end-to-end Node.js microservices integrating LLMs and Amazon Polly, accelerating content delivery and improving throughput by 40% while cutting operational costs by 25%. Optimized PostgreSQL schemas and implemented Redis caching to lower average API response from 800ms to <200ms.
Full Stack Engineer
GameMyBiz
Sep 2022 - Dec 2023 (1 year 3 months)
Architected and launched a SaaS AI analytics platform in under 4 months using TypeScript, Node.js, AWS Lambda, and RDS, enabling first customer adoption within 2 weeks and handling 1M+ monthly transactions with 99.99% uptime. Automated infra provisioning with AWS CDK and improved observability with CloudWatch, reducing MTTD by 40%.
Software Engineer
Zapdas Technologies
Feb 2021 - Aug 2022 (1 year 6 months)
Built customer-facing SaaS features with Next.js and Node.js/PostgreSQL, contributing to 40% YoY user growth and implementing OAuth2/JWT via Amazon Cognito to reduce unauthorized access attempts by 90%. Led migration of on-prem PostgreSQL to Amazon Aurora using AWS DMS, cutting infrastructure costs by 40% and operational burden by 70%.
Education
Degrees, certifications, and relevant coursework
DHA Suffa University
Bachelor of Computer Science, Computer Science
Completed a Bachelor of Computer Science at DHA Suffa University in Karachi, graduating in January 2022.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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