Amal Antony
Open to work1 years experienceAI Engineer
AI Engineer specializing in multi-agent orchestration and RAG pipelines.
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Skills & Technologies
38 skillsWork Experience
AI Engineer
Heu.ai
- Engineered an end-to-end automated lead processing pipeline for Forced Action, underpinned by a hub-and-spoke PostgreSQL architecture.
- Designed and built a configuration-driven scraper framework enabling new market onboarding without code deployments.
- Engineered the entity matching pipeline for 1M+ property records across multiple counties.
- Engineered the CDS scoring engine using streaming processing, keyset pagination, and batched persistence.
- Designed and built Cora, Forced Action’s multi-agent orchestration platform using LangGraph.
- Decoupled API execution from long-running Cora workflows through Redis-backed messaging and PostgreSQL state persistence.
- Implemented autonomous decision guardrails including deterministic routing, metric-driven kill switches, and idempotent execution.
- Designed and built the V1 of a distributed 10-agent autonomous video generation platform using LangGraph.
- Engineered a resilient execution framework using DynamoDB-backed state persistence and idempotent workflow recovery.
- Optimized long-running AI workflows through asynchronous parallel execution and adaptive retry strategies.
- Designed and built a low-latency multi-index Retrieval-Augmented Generation platform using LangGraph’s parallel fan-out execution.
- Reduced end-to-end query latency by over 30% through inference infrastructure optimization.
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About Details
Professional Bio
AI Engineer with 1 year of experience building AI systems from scratch. Specialized in taking multi-agent orchestration and RAG pipelines from initial design to resilient production deployments. Focuses on distributed execution, scalable data pipelines, and backend infrastructure.
Master of Computer Applications
APJ Abdul Kalam Technological University (2023 - 2025)
Bachelor of Computer Applications
Bangalore North University (2020 - 2023)