Muhammad Ali
Software Engineer & Applied AI Researcher
Architecting intelligent web systems, Retrieval-Augmented Generation (RAG) pipelines, and automated workflows. Graduated with a B.S. in Computer Science from NUML Islamabad (3.49/4.00 CGPA) and currently engineering enterprise software and automation systems at Nayatel.
- Information Retrieval (VSM/RAG)
- Multi-Agent LLM Systems
- NLP & Corpus Visualization
- Scalable Full-Stack Architecture
Research & Systems
Flagship Engineering & AI Deployments
Production systems engineered end-to-end: commercialized algorithmic platforms, distributed multimodal pipelines, offline-first desktop software, and full-stack analytics. Click any system to inspect the architecture and case study.
Feb 2025 – Jan 2026
Career Connect
AI-Driven Psychometric Career Guidance Platform
Maps multidimensional student profiles against the O*NET taxonomy using vector-space weighted cosine matching coupled with a grounded, anti-hallucination RAG roadmap generator.
Next.js Client
Adaptive user assessment
FastAPI Gateway
JWT auth & vector payload
VSM Matcher
Weighted cosine similarity
RAG Pipeline
O*NET context ingestion
5-Week Build + 1-Mo Extension
Visual Quran
Automated Media Pipeline & XML Generation Engine
Asynchronous video generation architecture transforming raw recitation audio into edit-ready, frame-accurate 30 FPS Premiere Pro packages with multi-language subtitle synchronization.
Next.js Console
Audio upload & parameter inputs
Celery Workers
Whisper ASR alignment
TTS & Footage
Kokoro / ElevenLabs voiceover
FCPXML Engine
Frame-accurate timeline build
Oct 2025 – Nov 2025
Nova Aesthetics POS
Offline-First Clinical & Financial Management System
An offline-first Electron desktop POS and financial ledger for a medical practice — local SQLite writes first, synchronization when connectivity returns.
Electron Shell
Packaged desktop runtime
React UI
POS, billing & ledger
SQLite Local
Offline-first writes
Sync Layer
Reconciliation on reconnect
Jul 2025 – Sep 2025
Finley Analytics
Full-Stack Financial Analytics & Budgeting Platform
A MERN financial analytics platform with JWT auth, server-side aggregation pipelines, and interactive spending telemetry.
React Client
Budget & telemetry UI
Express API
REST + JWT auth
MongoDB
Aggregation pipelines
Chart.js
Spending visualization
Academic
Academic Background & Certifications
Formal computer science grounding, applied credentials, and community teaching.
Education
Bachelor of Science in Computer Science (BSCS)
National University of Modern Languages (NUML) · Islamabad, Pakistan
- Duration
- Feb 2022 – Jan 2026
- CGPA
- 3.49 / 4.00
Key focus
- Artificial Intelligence
- Data Structures & Algorithms
- Software Engineering
- Database Systems
- Machine Learning
Certifications & Honours
Supervised Machine Learning: Regression and Classification
Stanford Online & DeepLearning.AI
Agentic AI Specialization
DeepLearning.AI (Andrew Ng)
Meta Advanced React
Coursera / Meta
Community Leadership
Volunteer IT Instructor, Customs Health Care Society
Experience
Professional Engineering Experience
Production engineering across telecom, agency, and client-facing systems.
April 2026 – Present
Junior Software Engineer & Automation Developer
Nayatel · Islamabad, Pakistan
Developing internal software systems, backend services, and intelligent workflow automations.
PythonBackend ServicesWorkflow AutomationInternal SystemsFeb 2026 – April 2026
Full-Stack Engineer
Data Zoro · Islamabad, Pakistan
Engineered production web applications utilizing React, NestJS, PostgreSQL, and Prisma ORM.
ReactNestJSPostgreSQLPrisma ORMOct 2025 – Nov 2025
Freelance Full-Stack Engineer
Nova Aesthetics · Islamabad, Pakistan
Led end-to-end architecture and deployment of an offline-first desktop POS and financial system.
ElectronReactSQLiteNode.jsAug 2025 – Nov 2025
Backend Developer Intern (Remote)
CodeAlpha · Remote
Designed and documented RESTful APIs using Node.js, Express.js, and MongoDB.
Node.jsExpress.jsMongoDBREST APIs
Stack
Technical Arsenal
The tools I use to move from model to production — no progress bars, no percentages.
- AI, ML & Data
- PythonPyTorchTensorFlowRAG PipelinesVector Space ModelingOpenAI Whisper / TTS
- Backend & Systems
- FastAPINestJSNode.js / ExpressPostgreSQLMongoDBSQLiteRedisPrisma / TypeORM
- Frontend & UI
- Next.jsReactTypeScriptTailwind CSSShadcn UITanStack QueryElectron
- DevOps & Automation
- Docker & Docker ComposeLinux (Debian/Ubuntu)n8n WorkflowsNginxCloudflare TunnelsGit
Contact
Academic & Engineering Inquiries
Open to research collaborations, graduate admissions inquiries, and systems architecture discussions.
Usually replies within 2–3 business days.