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Dhrumi patel
Mid-level Software Engineer specializing in Java/Spring Boot microservices
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About
Full-stack AI engineer who built Skillmatch AI, an LLM/RAG-based job matching platform using FastAPI microservices, Airflow-orchestrated async pipelines, and Pinecone vector search (sub-second retrieval across 50k+ vectors) deployed on GCP with autoscaling. Also partnered directly with a cancer researcher to automate SEER + PubMed-driven report generation via an AI pipeline, emphasizing rapid prototyping and outcome-focused communication.
Experience
Education
Key Strengths
- Built full-stack AI job-matching platform using embeddings + Pinecone for sub-second similarity search across 50,000+ job vectors
- Designed FastAPI microservices and scaled workloads via Airflow DAG-based asynchronous pipelines
- Cloud scalability experience on GCP with autoscaling and optimized instance sizing
- Architected real-time voice-to-LLM pipeline using streaming STT and WebSockets for low latency
- Strong cross-functional collaboration with non-engineers via prototyping and plain-language requirement translation
- Pragmatic low-latency/high-reliability trade-off thinking (caching/async vs consistency; retries/redundancy vs cost)
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