Hafsa Muhammad Ali

Architected advanced AI pipelines, engineering deterministic, regex-free guardrails and managing cloud GPU infrastructure to fine-tune domain-specific LLMs. Engineered multi-agent integration frameworks, utilizing custom APIs and orchestration tools to automate data streaming across multiple decentralized servers. Developed blockchain data processing systems, constructing an isolated transaction decoder to parse low-level cryptographic logs into human-readable layouts.

AI Engineer (Intern) - Beenco Labs

(2026-01 - 2026-06)

• Architected advanced AI pipelines, engineering deterministic, regex-free guardrails and managing cloud GPU infrastructure to fine-tune domain-specific LLMs.
• Engineered multi-agent integration frameworks, utilizing custom APIs and orchestration tools to automate data streaming across multiple decentralized servers.
• Developed blockchain data processing systems, constructing an isolated transaction decoder to parse low-level cryptographic logs into human-readable layouts.

Data Science (Intern) - 10 Pearls Pakistan

(2025-09 - 2025-12)

• Built a machine learning model to predict AQI levels in Karachi using environmental data.
• Performed data preprocessing and feature engineering to improve prediction accuracy.

NLP Engineer (Intern) - Elevvo Pathways

(2025-08 - 2025-09)

• Developed and tested supervised and unsupervised ML models for client projects.
• Preprocessed 50k+ text entries (tokenization, lemmatization, embeddings), boosting model accuracy by 15%.
• Delivered 4 GitHub-hosted tasks covering preprocessing, embeddings, and transformer finetuning.
• Improved feature engineering workflow, cutting preprocessing time by 25%.

Bachelor of Science - Computer Science - MAJU University (2022-09 - 2026-06)

Intermediate - KPGDG College (2020-06 - 2022-06)