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Bilal ShakeelBS
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Bilal Shakeel

@bilalshakeel

AI Engineer at Paramet who shipped an AI workflow platform and builds production RAG systems and agentic applications.

Pakistan
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At SynthralOS, I architected and shipped an AI-native workflow automation platform from zero to production. I developed a natural-language-to-workflow compiler that turns prompts into runnable node graphs.

I unified 11 LLM providers and 12+ agent frameworks behind a vendor-agnostic router, with per-run cost tracking and observability. I also developed persistent RAG memory using pgvector, Qdrant, tiered memory, and a knowledge graph.

At Paramet, I build AI assistants that expose application capabilities as callable tools, and developed an MCP server backed by a relational database. I also automated CAD workflows through the Autodesk Inventor API, reducing design cycles from multiple days to under 30 minutes.

My projects include a real-time voice agent connected to CRM, calendar, and email services, plus AWS-based legal document and company knowledge assistants. I work across Python, LLM orchestration, RAG, and cloud AI services.

Experience

Work history, roles, and key accomplishments

OT

Software Engineer (Full-Stack)

Oaks Street Technologies

Jun 2024 - Jan 2025 (7 months)

Built and maintained a production full-stack platform using Angular, ASP.NET Web API, and PostgreSQL with Clean Architecture. Introduced real-time capabilities with SignalR and strengthened security with JWT/role-based authorization and tenant isolation.

AT

AI Engineer Intern

Atomcamp

Jun 2024 - Aug 2024 (2 months)

Led model training and fine-tuning initiatives, improving accuracy and efficiency by ~25% through better evaluation and ablation methodology. Automated repetitive tasks with AI agents and scripts.

Education

Degrees, certifications, and relevant coursework

DeepLearning.AI logoDE

DeepLearning.AI

Machine Learning Specialization, Machine Learning

Machine Learning Specialization certification from DeepLearning.AI / Stanford, instructed by Andrew Ng.

Amazon Web Services logoAS

Amazon Web Services

AWS Cloud Practitioner Essentials, Cloud Computing

AWS Cloud Practitioner Essentials certification from Amazon Web Services.

Google logoGO

Google

Google AI Essentials, Artificial Intelligence

Google AI Essentials certification from Google.

FAST NUCES logoFN

FAST NUCES

BS, Computer Science

2021 - 2025

Activities and societies: Lab Demonstrator for Data Structures & Assembly Language (2023–2024).

BS in Computer Science from FAST NUCES, Islamabad, from 2021 to 2025. Coursework included Generative AI, NLP, Intro to AI, MLOps, Cloud Computing, and Assembly Language.

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