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πŸš€ Ali Hussain Abid

Backend Engineer & AI/ML Developer

πŸ“ Location: Rawalpindi, Punjab, Pakistan
πŸ“§ Email: alihussainabid@hotmail.com
πŸ“± Phone: +92 316 5017646


πŸ‘¨β€πŸ’» Profile Overview

Backend Software Engineer specializing in AI-powered systems, scalable microservice architecture, asynchronous processing, and production-grade deployments. Experienced in designing and optimizing multi-modal AI pipelines across text, image, audio, and 3D data. Proven track record of building high-performance REST APIs, integrating state-of-the-art AI models, and optimizing vector search relevance while maintaining 99.9% system uptime.


πŸ› οΈ Tech Stack & Skills

Core Engineering

Python FastAPI Docker Nginx MongoDB PyTorch

Category Key Skills & Technologies
Backend & System Design Python, FastAPI, Pydantic, SQLAlchemy, PyMongo, RESTful API Design, OpenAPI/Swagger, Asynchronous Task Queues, Modular System Design
AI / Machine Learning PyTorch, Transformers, Diffusers, HuggingFace, Multi-Modal Systems (Text, Image, Audio, 3D), Whisper, Pyannote, CLIP, LLM Integrations
Data & Infrastructure MongoDB (indexing, aggregation, TTL), Docker, Nginx, Cloudinary, CI/CD (GitHub Actions), Caching & Performance Optimization
Security & Reliability JWT Auth, OAuth2, HTTP-only Cookies, CSRF Protection, Rate Limiting, Secure API Layer, Recovery Pipelines
Observability Prometheus Monitoring, Structured JSON Logging, Health Metrics Tracking

πŸ’Ό Work Experience

Backend Engineer & AI/ML Developer

Octaloop Technologies | Islamabad, Pakistan
πŸ“… Feb 2026 – Present

  • ⚑ Scalable Systems: Architected high-performance FastAPI backend systems equipped with JWT authentication, rate limiting, and structured request handling.
  • ⚑ Workload Optimization: Designed async job processing pipelines for heavy workloads (audio, video, 3D), cutting processing time by 25% and increasing system throughput.
  • ⚑ Audio AI: Built a production-grade audio transcription system using Faster-Whisper & Pyannote with GPU acceleration, achieving 10–15% faster inference and reducing manual transcription workloads by 80%.
  • ⚑ Speech Synthesis: Implemented real-time streaming TTS with voice cloning, using quantization to reduce memory usage by 48% and boost performance by 27%.
  • ⚑ Video & 3D Pipelines: Built modular video processing pipelines with per-task fault recovery, as well as multi-view image/text-to-3D generation pipelines.
  • ⚑ Dynamic Workflows: Designed a JSON-based workflow execution system enabling dynamic pipeline modifications without code redeployments.
  • ⚑ Observability & Reliability: Integrated Prometheus monitoring and JSON logging, achieving 99.9% API uptime through resilient background task management.
View Previous Experience

Virtual Assistant

Freelance | Rawalpindi, Pakistan
πŸ“… Aug 2023 – Jan 2026

  • Managed multi-channel e-commerce operations across Facebook Shop, Instagram Shop, TikTok Shop, Shopify, Amazon, and eBay.
  • Handled strategic product hunting, listing optimization, supplier sourcing, inventory tracking, and store scaling.

πŸŽ“ Education & Certifications

  • Bachelor of Science in Computer Science
    Barani Institute of Information Technology, Rawalpindi (2014 – 2017)

  • Japanese Language Certificate (N5)
    Overseas Employment Corporation, Islamabad (Jul 2025 – Sep 2025)


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