Open to opportunities

Muhammad Daniyal

@muhammaddaniyal5

Message

Backend Python Developer at AIGenics, optimizing self-hosted LLMs and building GPU-accelerated OCR services.

Pakistan

Message

What I'm looking for

I'm moving into AI engineering and want to build products on top of LLMs.

At AIGenics, I develop the product's FastAPI backend and run its on-premises platform and self-hosted LLMs across staging and production. I also optimized vLLM inference for more concurrent requests from limited GPU memory.

I built a Python OCR microservice that serves multiple GPU-accelerated engines through one API, processing pages in parallel and retrying failures. I also enforced JSON-schema structured outputs to prevent crashes from malformed model responses.

At Newsquawk, I engineered a headline monitoring system that brought news from financial, energy, and cryptocurrency sites to the news desk within seconds. I re-architected its Flask monolith into FastAPI microservices and reduced Twitter/X API usage by batching tracked accounts into advanced-search queries.

Experience

Work history, roles, and key accomplishments

Current

Backend Python Developer

Current

AIGenics

Mar 2026 - Present (7 months)

Primary developer of the product's FastAPI backend, securing access with RBAC, refresh-token reuse detection, single-session login and a full audit trail, and delivering real-time Socket.IO notifications on PostgreSQL. Built analytics APIs for management KPI, daily throughput and turnaround-time reporting, and optimized self-hosted LLM inference on vLLM.

fastAPI PostgreSQL RBAC Socket.IO VLLM JSON schema OCR Docker Kubernetes Monitoring

Software Engineer, Python (Contract)

Newsquawk

Aug 2023 - Nov 2025 (2 years 3 months)

Engineered the headline monitoring system that put new headlines from 40+ financial, energy and cryptocurrency news sites, including Bloomberg and the Financial Times, in front of Newsquawk's news desk within seconds. Re-architected the Flask monolith into FastAPI microservices, isolating each news vertical on its own server.

Python Flask fastAPI Web Scraping Playwright Selenium AsyncIO PostgreSQL Docker Reverse Engineering

Software Engineer

xLoop Digital Services

Nov 2022 - Jul 2023 (8 months)

Won the Top Champ award in a 40+ trainee data engineering bootcamp with Emeritus. Led a six-person capstone team that delivered a minute-by-minute room-occupancy prediction pipeline, streaming four sensors through Kafka Connect and PySpark into a pre-trained model across 8+ Docker Compose services.

Kafka PySpark Docker Data Engineering Machine Learning Leadership