Professional Experience
AI Engineer Intern
FireBird Technologies
Remote | Singapore | Aug. - Oct. 2024, Jan. 2025 - Present
- Contributed in a KPI Chatbot integrating database functionalities, authentication, and session management using DuckDB.
- Designed a DSPy agent to generate synthetic data from user's natural language inputs, enhancing system functionality.
- Worked on designing agentic workflows tailored to business requirements, improving operational efficiency for stakeholders.
Student Teaching Assistant
FAST-NUCES
Karachi, Pakistan | Sep. 2024 - Dec. 2024
- Served as a Student Teaching Assistant (STA) for the course Design and Analysis of Algorithms.
Junior AI Engineer
RAIN
Remote | Dallas, TX | Sep. 2023 - May 2024
- Led conversion of unstructured data to semi-structured formats, achieving 95% accuracy and improving integration speed.
- Deployed data extraction & automation tools, increasing workflow efficiency and reducing manual processing time by 50%.
- Managed project timelines and assigned tasks using Agile methodologies, resulting successful and timely project completion.
Volunteer Experience
Automation Head
PROCOM' 24
FAST, Karachi | Dec. 2023 - Apr. 2024
- Led Automation Team at FAST, overseeing key projects like Attendance Management System and ChatBot development.
- Effectively managed project timelines and delegated tasks to successfully achieve and timely project completion milestones.
Automation Head
ACM Coders' Cup 2023
FAST, Karachi | Oct. - Dec. 2023
- Implemented automated certificate distribution, enhancing participant experience and reducing manual workload by 80%.
- Engineered a secure bulk email sending system using SMTP with logging, significantly increasing communication efficiency.
Deputy Team Lead
Developers' Day - ACM NUCES
FAST, Karachi | Mar. - May 2023
- Co-led the development of an AI-powered interview chatbot for fresh graduates and interns.
- Integrated OpenAI API with a Flask backend and used TextBlob for sentiment analysis.
- Implemented authentication, automated interview sessions, and email-based report generation.
Member
PROCOM' 23
FAST, Karachi | Jan. - Apr. 2023
- Developed 'ProBot,' a chatbot using NLTK and scikit-learn to assist participants in competitions and university events.
- Implemented NLP techniques to enhance chatbot responses and improve user interaction.
Projects
- Explored Quantum Reinforcement Learning (QRL) to solve the tile-merging game, 2048, comparing heuristic, classical RL, and QRL approaches.
- Utilized parameterized quantum circuits to analyze decision-making strategies and efficiency in a grid-based environment.
- Investigated the intersection of quantum computing and RL to evaluate potential real-world applications and computational challenges.
- Developed VLM & LLM-based GenAI agents to generate design insights, improving space utilization for everyday users.
- Deployed the solution on Hugging Face Spaces (Docker), enabling scalable access to the design assistant and user engagement.
- Fine-tunes the Gemma language model on a climate question-answer dataset to enhance domain-specific knowledge.
- Uses Low Rank Adaptation (LoRA) for efficient fine-tuning, improving model performance on climate-related queries.
- Enhances inference capabilities, ensuring more accurate answers to environmental and climate conflict questions.
- Integrated LLaMA 3 using Groq with APIs in Golang, enhancing real-time message suggestions and engagement scores.
- Deployed the tool on Hugging Face Spaces with Docker, enabling scalable & efficient model serving for seamless user access.
- Implemented an automated tool using CrewAI, LangChain, and JinaAI for efficient webpage information summarization.
- Built a FastAPI-based system to summarize webpage content in real-time, delivering short summaries via a RESTful API.
- Co-led and developed DevHire, a ChatBot for technical and behavioral interview preparation, achieving user satisfaction.
- Utilized OpenAI API in Python, integrated with frontend using FLASK APIs, integrating TextBlob for sentiment analysis.
- A Python-based educational demonstration of scraping emails from web pages using Selenium and BeautifulSoup.
- Navigates Google search results to find LinkedIn profiles related to specific marketing tags and extracts email addresses.
- A scalable Python script designed for sending personalized cold emails using Gmail's SMTP server.
- Uses a rotating set of credentials to improve deliverability and avoid rate limits.
- Still actively used in societies to send scheduled and specialized bulk emails efficiently.
- Developed Probot, a Voice Controlled ChatBot for technical and behavioral interview preparation, achieving user satisfaction.
- Utilized OpenAI API in Python, integrated with frontend using FLASK APIs, integrating TextBlob for sentiment analysis.
- A collection of Python projects covering Machine Learning, Deep Learning, Computer Vision, and NLP.
- Notable projects include Email Spam Detection (TensorFlow), Titanic Survival Prediction (Keras), House Price Prediction (XGBoost), Handwritten Digit Recognition (MNIST), Sign Language Classification (CNN), and Dialogue Summarization (FLAN-T5).
- Features a mix of classification, regression, and time series prediction models, leveraging deep learning architectures like CNNs, RNNs, and LSTMs.
Education
Bachelor of Science in Computer Science
FAST, National University of Computer and Emerging Sciences
Karachi, Pakistan | 2021 - Present
GPA: 3.8 / 4.0
- Dean's List
- Co-Founder of Climate.io
Relevant Coursework:
Information Retrieval | Quantum Computing | Object Oriented Programming | Design and Analysis of Algorithms | Artificial Intelligence | Software Engineering | Computer Networks | Operating Systems | Database Systems | Computer Vision | Probability & Statistics | MicroEconomics | Accounts & Finance
Skills & Expertise
Languages
Frameworks & Libraries
Tools & Platforms
Databases
Other
Certificates
Machine Learning Specialization
Coursera
Supervised & unsupervised learning algorithms, Neural Networks, Clustering Algorithms & Analysis, PCA
View CertificateDeepLearning.ai Tensorflow Developer
Coursera
NLP, Computer Vision, Time series prediction, Convolutional & Recurrent Neural networks, LSTMs
View CertificateImproving Deep Neural Networks
DeepLearning.AI
Hyperparameter Tuning, Regularization and Optimization
View CertificateGenerative AI with Large Language Models
DeepLearning.AI
Concepts and applications of LLMs
View CertificateIntroduction to Generative AI
Google Cloud
Overview of AI-generated content and applications
View CertificateIntroduction to Generative AI for Software Development
DeepLearning.AI
Leverage generative AI to enhance development, optimize code, and speed up prototyping.
View CertificateAutonomous Agents Hackathon
LabLab AI Hackathon Event
Participated and successfully completed the hackathon
View CertificateEdge Runners 3.2
LabLab AI Hackathon Event
Participated and successfully completed Edge Runners 3.2
View CertificateLlama 3 Hackathon
LabLab AI Hackathon Event
Participated and successfully completed Llama 3 Hackathon
View Certificate