Tila

Master of Science in Artificial Intelligence

01/2026 — Present

FAST-NUCES, Islamabad

• Coursework: Advanced ML, Deep Learning, Natural Language Processing, Understanding of the Holy Quran I & II.
• Ongoing Project: Cross-Domain Adaptation of Stacking Ensembles for Behavioral Fatigue Detection System
• Currently designing a stacked ensemble framework for cross-domain behavioral fatigue detection.
• Focus: Ensemble Learning Domain Adaptation Fatigue Detection

Bachelor of Science in Software Engineering

08/2017 — 09/2021

Islamia College University, Peshawar

Foundation in algorithms, databases, and software engineering; senior projects in NLP and ML.

AI/ML Intern

11/2024 — 02/2025

Clouditecture, Peshawar

• Built sentiment models on Yelp (Logistic Regression); 93.27% accuracy, F1 93.27% (P 93.00%, R 93.54%), evaluated on 560k binary-labeled texts — Code
• Built & deployed an email spam classifier (LSTM + Word2Vec) on Streamlit; 83,448 emails (binary), test accuracy 99.00% (val 98.96%), 5 epochs — Code
• Implemented Quora Duplicate Question Detection (KNN) on Quora Question Pairs; accuracy 82.35%, precision 79.86%, recall 73.98%, F1 76.80% — Code
• Automated JD classification → ESCO codes — Code.

DS & AI Trainee

01/2024 — 09/2024

atomcamp, Islamabad

• News classification on BBC dataset (5 classes); evaluated classical ML models; best: Naive Bayes — 98% accuracy, macro-F1 0.98 — Code.
• Student adaptability prediction using behavioral data — Code.
• CV for weather condition identification from images
• Urdu discussion summarization with LSTM + K-Means
• COVID-19 clinical trial analysis — Code.

Odoo Developer Intern

03/2022 — 09/2022

Strings Technologies, Peshawar

• Customized Odoo ERP modules per business requirements (Sales, Inventory, HR).
• Diagnosed/resolved core framework issues; improved stability and performance.
• Maintained technical documentation for custom modules and fixes.