Adrian Ispas

Paradigm OPS

- SaaS Development: Developed a multi-tenant SaaS platform for automated KYC/AML compliance using Next.js and SurrealDB, serving multiple banks.

- Developed and maintained, scalable scraping systems, for updating core information for KYC/AML screenings.

Lead AI Engineer

Pythia Sociodynamical Technologies

- ML Inference Pipeline: Architected a high-throughput (1,000+ articles/sec) and low-latency (<100ms) inference pipeline with NVIDIA Triton, reducing infrastructure costs by 35%.

- LLM-Powered Data Extraction: Engineered a data extraction pipeline using LLMs & DSPy, increasing accuracy by >40% and reducing inference costs with intelligent content hashing.

- Distributed Web Scraping: Built a scalable news scraper with Scrapy and RabbitMQ, integrating 41+ sources in one week and processing 50K+ articles daily with 99.5% uptime.


- API Architecture: Designed a RESTful API with FastAPI to enable seamless microservices integration and cross-platform data exchange.

- Graph Database Implementation: Implemented a Graph Database solution with SurrealDB, improving complex query performance by 60%.

- System Observability: Deployed an observability stack with Prometheus and Grafana, maintaining 99.9% system uptime.

- Algorithm Design (Finance): Created custom algorithms for generating plausible trading scenarios and developed bias detection algorithms for financial risk assessment.

- NLP for FinTech: Delivered efficient Named Entity Recognition and Sentiment Analysis solutions for financial text processing.

CTO & Co-Founder

Continental

R&D Intern

I specialize in using technology to simplify life's hassles and automate repetitive tasks. Deep Learning within the field of Artificial Intelligence is my expertise, though I have experience with web design and databases as well.

Currently, I'm the Lead AI Engineer at Pythia Sociodynamical Technologies, where my responsibilities are diverse:

- Scouting for new AI applications to improve our products.
- Building and maintaining a dependable company infrastructure to support our product delivery.
- Augmenting our current tech offerings with open-source solutions.
- Contributing to open-source projects.
Feel free to connect to share insights on AI, tech innovation, or simply to chat about potential collaborations

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Adrian Ispas

Tudor Andrei Dumitrașcu

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