Waleed Shoaib

Led ETL pipeline development for FOMC datasets, optimizing data flow for financial analysis (10% reduction in processing time). Developed a Research Agent (LlamaIndex, ReAct) to automate information gathering and analysis from diverse sources, improving research efficiency (15% improvement). Implemented ReAct memory management (Long-Term, Semantic) to enhance contextual understanding, reducing irrelevant information retrieval (10% reduction). Integrated Milvus DB for vector embeddings and efficient semantic search. Leveraged Memgraph and FinBERT for NLP and sentiment analysis of FOMC transcripts, extracting key insights via NER. Developed automated Prompt Engineering system (HALU Eval, DeepEval) to evaluate and refine prompts, increasing effectiveness by 5-10%. Deployed cloud-native solutions (Terraform, ArgoCD, GCP: Cloud Storage, Pub/Sub) for scalable AI deployments. Monitored system performance with Prometheus and Grafana.

Architected end-to-end agentic workflows using LlamaIndex and ReAct frameworks for task automation and decision-making. Built a Daily Forex Algorithmic Agent ingesting data from FMP API, Yahoo Finance, and news sources with ClickHouse; designed real-time ETL pipelines with under 500ms latency; integrated OpenAI function-calling and LangChain tools to autonomously trigger analysis, visualize results, and report trading sentiment using FinBERT embeddings. Implemented multi-agent collaboration, improving analysis accuracy and throughput by 35%. Built advanced RAG pipelines with Milvus for semantic retrieval of economic documents and contextual reasoning. Deployed monitoring dashboards with Prometheus and Grafana to track latency and query performance.

Developed and maintained the social media platform Rabbito using microservices on Google Cloud Platform for scalability and reliability. Implemented Retrieval-Augmented Generation (RAG) with Firestore for vector storage and retrieval, enhancing search and recommendations by 40%. Built and optimized scalable GraphQL APIs and secure authentication workflows using OAuth2 and Firebase Authentication. Designed and deployed AWS API Gateway for microservices routing, load balancing, and secure communication. Integrated Google Cloud Pub/Sub for real-time data pipelines; automated workflows with Cloud Scheduler; implemented logging with Google Cloud Logging and Firestore monitoring tools. Integrated third-party APIs (Facebook Graph API, LinkedIn API, YouTube API) to enhance social data capabilities. Implemented an ActivityPub server for decentralized networking and improved collaboration (Jira, Slack).