Applied AI & Intelligent Agents

Applied AI & Intelligent Agents

  • Designed and deployed custom LLM-powered systems using GPT-4o and LangChain, enabling context-aware reasoning and autonomous task execution.
  • Built domain-specific retrieval-augmented generation (RAG) pipelines using LlamaIndex for enterprise data access and semantic search.
  • Integrated PaddleOCR for intelligent document understanding — automating data extraction from PDFs, contracts, and images.
  • Delivered AI agents that summarize, classify, and reason over structured/unstructured enterprise content.

⚙️ Integration & Platform Engineering

  • Engineered scalable backends using FastAPI (Python) and PostgreSQL for data persistence and orchestration.
  • Developed reusable API gateways and middleware frameworks to connect AI services with CRM, HR, and analytics systems.
  • Implemented asynchronous task pipelines for high-volume AI inference using microservice patterns and event-driven design.
  • Ensured observability and error-tolerant processing through logging, tracing, and monitoring layers.

🔍 Data Intelligence & Predictive Insights

  • Built ETL and vector-embedding pipelines that transform organizational data into searchable knowledge graphs using ChromaDB / Postgres hybrid storage.
  • Implemented semantic retrieval and multi-modal search combining text, OCR, and image embeddings.
  • Created predictive analytics models for operational forecasting, performance metrics, and anomaly detection.

🤖 AI-Driven Automation & DevOps

  • Embedded AI-assisted analytics into CI/CD pipelines for release risk prediction and performance optimization.
  • Developed self-monitoring bots that correlate engineering activity, code velocity, and business KPIs.
  • Deployed auto-scaling inference services across cloud infrastructure (AWS & GCP) for cost-efficient execution.

Why Clients Trust Us

  • Proven experience in full AI solution lifecycle — from prototype to production deployment.
  • Deep expertise across LangChain, LlamaIndex, PaddleOCR, GPT-4o, FastAPI, Python, Postgres, and vector DBs.
  • Delivered resilient, secure, and maintainable architectures aligned with enterprise compliance and scaling needs.
  • Collaborative delivery model focused on rapid iteration, transparent communication, and business-aligned outcomes.