Shamsa N.
Senior Data Scientist
Experience
Apr 2023 - Present
2 years 9 monthsSenior Data Scientist
PRYPCO
- Designed and deployed an AI-assisted document automation system for real-estate onboarding, integrating Slack triggers, WhatsApp group automation, secure links, OTP verification, and structured document intake
- Built backend microservices for orchestrating customer–advisor workflows, enabling automated group creation, system messaging, and document tracking
- Implemented LLM-based assistants to respond to routine customer queries, improving advisor efficiency and reducing repetitive communication overhead
- Designed multi-stage document validation loops combining AI inference with advisor review, ensuring accuracy while maintaining confidentiality across the pipeline
- Optimized data storage architecture with blob storage, metadata tagging, and scalable API endpoints for retrieval and audit requirements
Oct 2020 - Apr 2023
2 years 7 monthsSenior AI Engineer
Syntaxia
- Delivered ML-based automation systems that cut report generation time from hours to minutes, improving client productivity by 3x
- Deployed cloud-native AI services on AWS and Azure, achieving 30% cost savings through optimized compute utilization
- Built modular ETL and model-serving pipelines using FastAPI, Docker, and Airflow, enabling faster model rollouts
- Supervised a small engineering team, improving code quality and delivery timelines through structured peer reviews and version control practices
- Developed agentic AI flows using LangChain and Semantic Kernel for workflow automation, enhancing system reasoning and decision-making
- Built Azure-based LLM orchestration pipelines including prompt management, versioning, and performance monitoring
Nov 2019 - Oct 2020
1 yearAI & ML Engineer
Techlogix
- Designed predictive models for loan risk and contract defaults, improving early detection accuracy by 18%
- Developed and deployed NLP components for text summarization and intent extraction, reducing manual review workload by 35%
- Partnered with DevOps to containerize model deployments, ensuring stable inference performance under production traffic
Jul 2018 - Nov 2019
1 year 5 monthsJunior AI Engineer
Techlogix
- Supported data preprocessing and model retraining for production ML workflows, improving data throughput by 20%
- Automated evaluation scripts for classification models, standardizing experiment tracking and accuracy validation
- Assisted in integrating machine learning models with legacy APIs used in client dashboards
Jan 2017 - Jul 2018
1 year 7 monthsAssociate Python Developer
Nextbridge Ltd.
- Developed backend APIs using Django and Flask for internal tools and external web apps
- Optimized API performance, reducing average response latency by 18%
- Collaborated with the front-end team to improve integration efficiency and system stability
Jul 2016 - Dec 2016
6 monthsWeb Development Intern
RED Signal
- Created small scale web applications and dashboards using HTML, CSS, JavaScript, and PHP
- Supported back-end integration and handled routine bug fixes during sprint cycles
Summary
AI and Data Science professional with 8+ years of experience evolving from finance and web development to advanced machine learning and large language model applications. Skilled in building real-time, production- grade AI systems for enterprise, education, and healthcare domains. Experienced in data engineering, cloud deployment, and model optimization. Passionate about applying AI to solve real-world problems through practical, scalable solutions.
Languages
English
AdvancedEducation
University of Engineering & Technology
BBA, Accounting & Finance · Accounting & Finance · Lahore, Pakistan · A+
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