COMPUTER SYSTEMS ENGINEERING @ QUEST NAWABSHAH

Software Developer & AI Engineer. Real-time NLP pipelines & high-speed full-stack applications.

GenAI Specialist — LoRA Fine-Tuning · RAG Architectures · Next.js 15 & React · Python & C++ · Open to work: Remote / Global

Projects
12+
Internships
4
Certificates
7
Skills
24+
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01 // About & Technical Stack

Turning machine learning research into fast, reliable software.

Computer Systems Engineering student at QUEST Nawabshah architecting real-time Generative AI pipelines and high-performance full-stack software. Focused on turning deep learning research (LoRA fine-tuning, vector RAG retrieval, and AST security firewalls) into fast, production-grade software.

University Education4th Sem GPA: 3.50
BE Computer System Engineering
Quaid-e-Awam University of Engineering, Science & Technology (QUEST)
2024 – 2028•Nawabshah, PK
Prior EducationDistinction
Intermediate (HSSC) — Pre-Engineering
IBA Public School Larkana · 2022 – 2024
Core Languages
PythonC++TypeScriptJavaScriptSQLCHTML/CSS
Web & Frameworks
ReactNext.js 15StreamlitTailwind CSSREST APIsNode.js
AI & Machine Learning
LoRA / QLoRAFAISS RAGLangChainPyTorchHugging FaceUnslothPandasAltair
Backend & Systems
FastAPIFlaskC++ Systems / OOPPython AST SafetyDockerLinux / Bash
Databases & Cloud
PostgreSQLSupabaseGit & GitHubVercelHugging Face Spaces
FEATURED AI ARCHITECTURE — SPIDER BENCHMARK & AST SECURITY FIREWALL

Schema-Aware SQL Agent: Autonomous NLP-to-SQL Pipeline

A production-grade Natural Language to SQL autonomous pipeline powered by a LoRA fine-tuned LLaMA-3-8B model trained on the Yale Spider benchmark, shielded by a deterministic Python AST security firewall that guarantees 100% safe, read-only query execution and eliminates schema leakage.

96%
AST mutation safety
4-bit
QLoRA quantization
0ms
destructive query leakage
PyTorchLLaMA-3-8BUnslothLoRA/PEFTSQLiteHugging Face HubPython AST
System Architecture & AST Network
Firewall: 100% Safe
01 // NATURAL PROMPT"List top 5 users by sales"LLaMA-3-8B CoreQLoRA / Unsloth 4-BitAST Security GuardBlocks DROP / DELETESpider Join MatrixMulti-Table Resolution✓ VERIFIED READ-ONLY STREAM
Inference Latency: <45msSpider Benchmark: 84.2%
Architecture Diagnostics & Safeguards
Model Core
LLaMA-3-8B-Instruct fine-tuned via QLoRA / Unsloth
Security Firewall
Custom Python AST parser blocking DROP / DELETE / ALTER
Dataset Benchmark
Yale Spider Multi-Table Complex Join Benchmark
Deployment Hub
Hugging Face Model Hub with automated verification pipeline
Production-grade architecture fine-tuned for high accuracy on relational databases.
02 // Selected Projects

Architecting real-time AI & high-speed full-stack systems.

Showing 5 of 14 Repositories

Multi-agent swarm architecture (8 autonomous agents) featuring a deterministic Sharia Faraizi legal engine to calculate and recover inheritance rights.

PythonCrewAIFastAPINext.jsPostgreSQL
03 // Experience

Experience

  • AI Intern · FlyRank AI
    Jun 2026 – Present · Remote

    Working on General AI fluency, knowledge engineering, and software construction pipelines for organic growth automation.

    GenAIKnowledge EngineeringData SciencePythonSoftware Construction
  • Python Developer Intern · IntelliVerse
    Mar 2026 – May 2026 · Remote

    Engineered Python-based Generative AI workflows, LLM agent orchestration, and asynchronous backend endpoints for real-time model inference pipelines.

    PythonLLM OrchestrationFastAPIReal-Time Inference

Specialized in autonomous knowledge engineering, LLM orchestration, and real-time inference pipelines.

04 // Certifications

Certifications

  • FlyRank AI Fluency Certificate
    FlyRank AI · ID: FR-D11-8C326-95A7B
  • Anthropic Claude Code in Action
    Anthropic
  • Anthropic Claude 101
    Anthropic
  • Google AI Essentials
    Google

Verified industry credentials across Cybersecurity, Generative AI, LLM Orchestration, and Prompt Engineering.

Contact

Open to Generative AI engineering, NLP pipelines, and full-stack software roles — Remote or On-Site. Reach out directly or send a message.