Khoula Syed

Khoula Syed

AI/Data Engineer
Pakistan
Contract On-site

About Me

Computer Science graduate and AI/Data professional with hands-on experience building end-to-end AI pipelines, from web-scale data collection and document processing to semantic search, Retrieval-Augmented Generation (RAG…

Experience

AI Project Associate

High Court of Sindh · Karachi, Pakistan
Aug 2025 - Aug 2026 · 1 year

<p>Built automated web-scraping pipelines (BeautifulSoup, Playwright, Selenium, Requests) with retry logic, errorhandling, and scheduled monthly runs to keep legal databases continuously updated.</p><p> Developed an end-to-end legal document processing pipeline — OCR-based text extraction from PDFs, DOCX, andscanned files, with cleaning, chunking, and automated metadata extraction (court, judges, citations).</p><p> Generated vector embeddings and built a semantic search system using FAISS, powering a Retrieval-AugmentedGeneration (RAG) pipeline for contextual legal document querying.</p><p> Benchmarked Hugging Face Transformer models for summarization, QA, and legal reasoning; selected and optimizedtop performers for a production legal AI assistant.</p><p> Designed an AI-powered FIRAC (Facts, Issues, Rules, Analysis, Conclusion) extraction system with FastAPI RESTendpoints and Oracle Database-backed structured output.</p><p> Deployed and maintained AI services on Linux servers using NVIDIA A30 GPUs with CUDA, optimizing inferenceperformance for transformer-based models.</p><p> Delivered the Roster Sitting System, an AI-assisted judicial scheduling tool that reduced scheduling conflicts by~40%, integrated with an NLP-based case classifier.</p>

Information Technology Intern

Feroze1888 Mills Limited · Karachi , Sindh , Pakistan
Jul 2023 - Aug 2023 · 1 month

<p>Supported digital transformation initiatives by digitizing manual workflows using Microsoft Power Platform.</p><p> Collected and cleaned departmental data to support process improvement initiatives.</p><p> Helped design paperless forms and internal reporting templates, reducing manual data entry.</p>

Skills

LLMs RAG pipelines Hugging Face Transformers LangChain FAISS Vector Embeddings Semantic Search PyTorch Model Evaluation Benchmarking Python BeautifulSoup Playwright Selenium Requests PyMuPDF Data Cleaning ETL Pipelines FastAPI RESTful API Design Async Processing Docker Git SQL Power BI Excel Power Query Pivot Tables Oracle DB MS SQL SPSS Weka RapidMiner Forecasting AWS EC2 Cloud9 S3 VPC Linux NVIDIA CUDA GPU workloads C# .NET WinForms Microsoft Power Platform
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