Rija
Sohail
I build AI systems that move beyond demos — reliable agents, grounded RAG products, and real-time voice experiences designed for production.
Connected Stack
// tools_in_orbit
A live look at the platforms and frameworks orbiting every build — model providers, RAG infra, and deployment tooling.
Skills
// Technical arsenal
AI & ML
Voice & Agents
Engineering
Tools & Frameworks
Experience
// Work history
AI Engineer — AI Systems
Designing and shipping production AI systems: agentic pipelines, enterprise RAG architectures, and low-latency voice AI products used in real-world environments.
Generative AI Developer
Built custom LLM-powered applications for clients: document intelligence pipelines, chatbot systems, and automated content generation tools.
Software Engineering Intern
Contributed to web application development and gained foundational experience in API design and software engineering best practices.
Projects
// Selected work
Enterprise RAG Platform
Production document intelligence system
Built a production-grade retrieval-augmented generation system for enterprise document search. Implemented hybrid retrieval fallbacks, re-ranking, and query decomposition to achieve high accuracy on complex queries.
Voice AI Agent
Low-latency conversational voice system
Designed a real-time voice AI pipeline combining speech-to-text, LLM reasoning, and text-to-speech with sub-500ms latency. Deployed for customer-facing use with streaming audio output.
LangGraph Agent Framework
Multi-step agentic workflow engine
Engineered a stateful multi-agent framework using LangGraph StateGraphs with tool calling, memory persistence, and branching logic for complex, multi-step AI tasks.
Multimodal Document Parser
Vision + text extraction pipeline
AI-Powered Recruiter CRM
Automated candidate assessment system
Realtime Speech Pipeline
Streaming voice-to-action system
Contact
// Get in touch
Open to remote AI engineering roles.
I'm based in Lahore, Pakistan and actively looking for remote opportunities in AI/ML engineering, LLM systems, and voice AI. If you're building something ambitious, let's talk.