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Aakash Khepar
Mid-level Full-Stack AI Engineer specializing in agentic AI systems
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About
AI/full-stack builder with hands-on experience shipping healthcare, career-tech, nonprofit, and fintech products, spanning speech AI, browser extensions, agentic RAG systems, and enterprise ML monitoring. Stands out for combining strong technical depth with measurable outcomes, including reducing clinical call WER from 26% to 3%, building safe tool-using agents with rollback/RBAC, and delivering zero-to-one multi-tenant platform features in ambiguous environments.
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Key Strengths
- End-to-end AI product ownership across frontend, backend, data model, and production outcomes
- Strong healthcare AI/clinical voice workflow expertise
- Speech AI optimization with major accuracy gains (WER 26% to 3%, medical-term recall to near 100%)
- Latency-aware LLM system design using multi-tier inference strategies
- Production AI feature shipping in browser extension and SaaS products
- Agentic system architecture with retrieval, tool use, RBAC, and rollback safeguards
- Practical human-in-the-loop judgment for high-risk AI domains
- ML monitoring and drift detection in enterprise production environments
- Ability to operate in ambiguous zero-to-one environments
- Security-minded multi-tenant platform design
- Demonstrated product impact with measurable business and user outcomes
- Hackathon execution with nonprofit collaboration (3rd place at Opportunity Hack 2025)
- Full-stack ownership of production multi-tenant B2B products
- Strong real-time systems design using WebSockets over polling
- Backend performance optimization with 60%+ improvement in data processing
- Async architecture design with Celery, RabbitMQ, and Redis
- Production reliability and SLA-focused engineering
- Security-conscious engineering with RBAC, RLS, and API hardening
- AI agent and RAG system design for real users
- High retrieval quality tuning with 92% vector search accuracy
- Cross-functional zero-to-one product delivery in ambiguous environments
- Technical leadership on small teams with outsized ownership
- Frontend-backend validation architecture across React, TypeScript, and Django
- Hackathon execution with multiple top finishes
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