.png){kind=logo}
Ergi Mema
Junior Backend Software Engineer specializing in Java Spring Boot and PHP Laravel
Connect with Ergi
Ergi already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Built and shipped a production LLM-powered document processing agent (ingestion→OCR→LLM extraction/classification→validation→DB/workflow triggers) using Kafka and PostgreSQL. Emphasizes production reliability with strict JSON schemas, idempotent services, retries/backoff, fallback models, and human-in-the-loop review—driving ~90% automation, minutes-to-seconds processing, and ~10x throughput.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Shipped production LLM agent automating document processing with Kafka + PostgreSQL pipeline
- Reliability engineering for LLM systems (schema validation, business-rule checks, retries, idempotency, fallback models)
- Human-in-the-loop design for low-confidence cases with feedback loop from corrections
- End-to-end observability (trace IDs, step-level logging, dashboards/alerts) and real-time mitigation (auto-switch models, reroute to review)
- Delivered measurable impact: ~90% automation, minutes-to-seconds processing, ~10x throughput increase
- Evaluation-driven iteration (offline labeled evals + online metrics + error analysis) improving extraction reliability (e.g., date extraction)
- Built end-to-end employee rostering/workforce scheduling system for a multi-branch coffee chain (200+ employees)
- Implemented complex scheduling constraints (availability, non-overlapping shifts, compliance rules)
- Backend performance tuning for high-volume financial/accounting workloads (transactions, payroll, invoices, HR data)
- Database optimization using indexing, batching, and optimized SQL joins
- Designed and implemented Spring Boot REST APIs with validation and error handling
- Built React dashboards (attendance/shift views) using Hooks and Axios; kept UI and backend data in sync
Like what you see? We'll introduce you to Ergi directly.
Experience
Education
Skills
Languages
Similar Candidates
Junior AI/ML Engineer specializing in LLMs, RAG, and document intelligence
Junior Technology Strategy Consultant specializing in cloud and enterprise transformation
Senior Full-Stack Engineer specializing in LLM applications and cloud-native systems
Maaz Ahmed
Mid-Level Software Engineer specializing in backend and distributed systems
“Backend-leaning full-stack engineer from ADP’s Global View team who owned major backend components of an enterprise payroll dashboard, including a fault-tolerant multi-step payroll processing workflow and error visibility features. Strong in Java/Spring Boot + PostgreSQL schema design and Redis caching, with additional production experience in Python services (JWT, testing, SonarQube) and AWS deployments via Terraform/Jenkins with autoscaling.”
Senior Backend Developer specializing in AWS-native Python systems and data workflows
Isha Harne
Intern Software Engineer specializing in ML applications and LLM platform engineering
“Full-stack engineer who builds and scales customer-facing and internal AI products end-to-end (React/TypeScript/FastAPI/MongoDB) with strong product instrumentation and rapid MVP iteration. Built an AI-powered code review assistant adopted across teams and integrated into CI/CD, reducing manual review time by 30%+, and has hands-on experience with LLM retrieval/reasoning systems (LangChain + FAISS) and microservices scaling using RabbitMQ, Docker, and AWS.”
Interested in Ergi?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Ergi
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent