Saad Jamshaid

CS at LUMS | National Excellence Award Winner | AI & HCI Researcher

Based in: Lahore, PakistanMost recently: Regional Head (Engagement), AIESEC in PakistanExperience: 1 year

Computer Science student at LUMS with a unique blend of deep technical research in vision-language models and award-winning leadership. As a Regional Head at AIESEC, I tripled department revenue and earned a National Excellence Award for top performance across Pakistan. Passionate about HCI and AI, I've built everything from RAG agents for legal tech to sophisticated fire detection systems, always focusing on the intersection of human needs and technical rigor.

Experience

Regional Head (Engagement)

AIESEC in PakistanworkFeb 2025 – Feb 2026

revenue growth (30k to 100k): 3.3xrevenue growth (30k to 100k)

Summary

Led cross-functional teams to plan and execute large-scale student engagement initiatives across regions. Tripled my department’s revenue, driving public engagement and conducting CSR initiatives. Won the national award for Excellence for the term 2025-2026.

Results

Tripled department revenue from 30k to 100k in one year by pivoting to social events, CSR, and strategic marketing of the 'exchange' product.
Led the organization's creative hub, managing 30+ team members across the year (15 per 6-month term) to ideate and execute high-demand initiatives.
Won the National Excellence Award for best performance across all portfolios in Pakistan (2025-2026).
Managed 30+ team members total
National #1 ranking among all portfolios

Engineering 100 Head TA

Lahore University of Management Scienceswork2025 – Jun 2025

Summary

Assisted in grading programming labs and assignments for first-year engineering students. Designed and assessed the end-of-semester Line Following Robot project, focusing on correctness, efficiency, and problem-solving approach.

Results

Led a team of 3 TAs to manage and grade 60+ students in the Engineering 100 course, overseeing 8 intensive 6-hour programming labs.
Designed and assessed the end-of-semester Line Following Robot project, evaluating correctness, efficiency, and problem-solving approaches for 60 students.
Managed 60+ students
Led 3 TAs
Oversaw 48+ hours of lab instruction

Programming

Skills

Technical

Leadership

Data Structures & Algorithms

Python

Java

PyTorch

Android (Java)

Git

GitHub

C++

Neural Networks

Transformers

AI Model Design

Scrum

LangChain

HuggingFace

Figma

Firebase

VAEs

React

GANs

Areas of expertise

Problem-Solving

Planning & Logistics

Strategic Thinking

Projects

Campus Event Discovery - Software Engineering

Scrum Masterpersonal

Gained hands-on experience with full-stack Android development by building a LUMS event management app with Stripe payment integration, QR-based ticketing, and ZXing-powered check-in scanning — learning how real-world payment pipelines and approval workflows are architected end-to-end. Developed a deeper understanding of asynchronous programming and Agile/Scrum practices by implementing an SOS geolocation alert system using parallelized Firebase reads, atomic batch writes, and FCM push notifications across a 5-person team.

AndroidStripeQRZXingFirebaseFCMAgileScrum

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Mashal - Job Matching Platform - Human Computer Interaction

UX Researcher & Designerpersonal

Learned to manage 4 distinct stakeholder groups through 18 semi-structured interviews, translating conflicting user needs into a cohesive 60+ screen bilingual Figma prototype — developing skills in user research, synthesis, and accessibility-first design for low-literacy audiences. Applied think-aloud protocol, Likert questionnaires, and screen recording across 20 usability test participants, achieving 4.27/5 mean usability and 100% task completion — learning how to close the gap between design intent and real user behaviour.

FigmaUser ResearchUsability Testing

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RAG Agent For Lawyers - Generative AI

AI Engineerpersonal

Learned to architect a complete Retrieval-Augmented Generation pipeline — from document ingestion and vector database indexing to semantic search and context-aware generation — gaining practical understanding of how grounding reduces LLM hallucinations in high-stakes domains. Developed skills in prompt engineering and retrieval optimization using LangChain, learning how retrieval logic and prompt design jointly determine response quality in domain-specific legal query systems.

RAGLangChainVector DatabaseGenerative AIPrompt Engineering

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Early Forest Fire Detection - Deep Learning

Deep Learning Engineerpersonal

Learned to design and evaluate vision-language hybrid architectures by fusing CLIP global embeddings into a YOLOv8n neck layer with identity initialization, gaining practical understanding of how pretrained representations can be adapted for domain-specific detection tasks. Developed rigorous experimental methodology through 12+ training runs and systematic ablations across lambda and alpha hyperparameters on a 21K-image benchmark, learning how to diagnose architectural failure modes through per-class performance analysis.

CLIPYOLOv8nDeep LearningVision-Language Architectures

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Pakiza - Transformer based Toxic Comment Detection - Natural Language Processing

NLP Developerpersonal

Learned to apply transfer learning to a low-resource, code-switched language by fine-tuning multilingual BERT embeddings on Roman Urdu data, gaining experience in adapting pretrained transformers to underrepresented linguistic contexts. Developed understanding of hierarchical classification pipelines by designing a two-stage architecture that first separates toxic from non-toxic content, then sub-classifies hate speech and racism as distinct categories.

BERTTransformersNLPTransfer Learning

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Education

BSc Computer Science

Lahore University of Management ScienceComputer ScienceSep 2023

Coursework

Advanced ProgrammingDeep LearningNatural Language ProcessingSoftware EngineeringFundamentals of ML & AI

Recognition

Awards

Merit Scholarship 100%

Beaconhouse Defence

Student Council Member

Beaconhouse Defence

High Achievers Award

Beaconhouse Defence

National Excellence Award

AIESEC in Pakistan

Awarded for the best performance across all portfolios in Pakistan for the 2025-2026 term.

Certifications

Artificial intelligence A-Z

Udemy2026

Data Structures & Algorithms C++

Udemy2025

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