Looking for a job

M Usman Malik

@musmanmalik

Message

AI Engineer at Interloop Limited who developed Smart Planning, cutting manual planning effort by 65-70%.

Pakistan

Message

What I'm looking for

I’m looking for a remote AI/ML engineering role where I can build and own production AI systems end-to-end. I’m especially interested in LLMs, RAG, agentic AI, automation, ML, and data-intensive products with real business impact.

At Interloop Limited, I led development of Smart Planning, designing its Python scheduling and optimization engine and supporting deployment across 7,000+ knitting machines, 6 plants, and 125 production lines. It reduced manual planning effort by 65-70% and contributed estimated annual savings of PKR 52 million.

I also built RAG assistants and agent prototypes, and developed automation for manufacturing workflows. At Cancer Clarity LLC, I engineered LLM pipelines for oncology data and optimized healthcare ETL workflows, reducing data-processing latency by approximately 15%.

Experience

Work history, roles, and key accomplishments

Current

Assistant Manager Data Science

Current

Interloop Limited

Jul 2023 - Present (3 years 3 months)

Led development of Smart Planning, an enterprise scheduling and optimization platform deployed across 7,000+ knitting machines, 6 plants, and 125 production lines, reducing manual planning effort by 65-70% and contributing estimated annual savings of PKR 52 million. Built RAG assistants, agentic AI prototypes, and automated risk assessment and manufacturing intelligence systems.

Python fastAPI SQL Docker RAG OpenAI GPTs Faiss Pinecone Lang Chain LangGraph Crew AI LlamaIndex OCR Computer Vision Optimization Scheduling Oracle REST APIs Statistical Analysis Anomaly Detection KPI Dashboards

AI Engineer

Cancer Clarity LLC

Jun 2024 - Jan 2025 (7 months)

Engineered LLM-powered pipelines for oncology data using OpenAI GPT, Gemini, and Llama models to extract clinical entities, summarize notes, and normalize terminology. Designed and optimized Python and PySpark ETL workflows, reducing data-processing latency by approximately 15%.

Python PySpark OpenAI GPTs Gemini LLaMA Prompt Engineering Few Shot Learning Embeddings ETL Healthcare Data Data Quality Feature Engineering

Senior Officer NOC - Data Analysis & Reporting

Zong CMPak Ltd

Apr 2023 - Jul 2023 (3 months)

Automated network-operations data preparation with Python and SQL, enabling reliable Power BI and Excel reporting. Applied statistical analysis to sensor and network-performance data and built interactive dashboards for technical and leadership stakeholders.

Python SQL Power BI Excel Statistical Analysis NoSQL Data Visualization Dashboarding

Data Engineer

Rapidev

May 2022 - Apr 2023 (11 months)

Built and maintained distributed ingestion and transformation pipelines for high-volume social-media data using Kafka, PySpark, Hadoop, and Python. Integrated machine-learning inference into streaming workflows and implemented monitoring and data-quality controls.

Kafka PySpark Hadoop Python REST APIs Machine Learning Streaming Data Quality Monitoring ETL

Python Developer

Photon Technologies

Jan 2021 - May 2022 (1 year 4 months)

Designed and developed Python applications from user requirements, writing clean, maintainable code and contributing to backend and machine-learning prototypes. Diagnosed defects, tested application behavior, and optimized performance.

Python Backend Development Machine Learning Testing Debugging Performance Optimization Code Review