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Atiman Rohatgi
Junior Software Engineer specializing in AI/ML and full-stack applications
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AI/backend-focused builder who has shipped two distinct applied AI products: a game discovery platform with vector search + RAG chat, and an AI accounting platform for small businesses. Stands out for combining product discovery with hands-on system design, including sub-100ms retrieval performance, privacy-conscious financial workflows, and measurable impact like 58% compute-time reduction and support for 24,000+ user profiles.
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Key Strengths
- Designed and shipped AI-powered backend systems end-to-end
- Strong recommendation system architecture using embeddings and FAISS
- Low-latency production backend performance under 100ms query time
- Practical RAG chatbot implementation with grounding and fallback logic
- Balances index freshness vs latency with asynchronous index updates
- Built user feedback loops to iteratively improve recommendation quality
- Product discovery through direct user interviews with small business owners
- Applied anomaly detection to financial workflows with user-specific baselines
- Reduced compute time by 58% on accounting platform
- Achieved about 85% anomaly detection accuracy
- Operated effectively with ambiguous requirements and scoped MVPs pragmatically
- Served 24,000+ user profiles on shipped accounting system
- Thoughtful reliability design for clinical documentation workflows using queues and auditability
- Security-minded backend implementation with JWT auth and password hashing
Reference Highlights
- strong backend engineering ability
- strong systems design ability
- focus on reliability
- focus on accuracy
- focus on practicality
- improved workflow trustworthiness
- designed safeguards before user-facing outputs
- prevented incorrect journal entries from reaching users
- owned validation of AI-driven accounting pipeline
- made systems easier to review
- effective with AI-assisted workflows
- did not treat AI as a black box
- thoughtful about user trust
- proactive in ambiguous early-stage environments
- broke down systems into smaller parts
- tested ideas and improved workflows
- took initiative without waiting for detailed instructions
- good at finding reliability-focused solutions
- prioritized long-term safety over quick fixes
- clear communicator
- collaborated well with technical and non-technical stakeholders
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