About Me
I am an early-career Software Engineer ambitious about building responsible and impactful technology.
As the co-founder of the award-winning AI nutrition app, BYTE, and a winner of multiple global hackathons, my expertise lies in AI/ML, Generative AI, RAG, NLP, and secure-by-design full-stack development.
I love working on end-to-end apps with full ownership of my work. I also like researching AI concepts and working on research-based projects.
"Endlessly learning, perpetually building."
Beyond coding, my hobbies include reading classic literature, working out, listening to podcasts, and lurking on Reddit.
Currently Exploring
Natural Language Processing (NLP)
Deepening my understanding of advanced model architectures and fine-tuning techniques.
Machine Learning Operations (MLOps)
Exploring best practices for deploying, monitoring, and maintaining production-level ML systems.
Quantum Computing
Following the latest developments and foundational principles of this next-generation paradigm.
Securing AI
Exploring techniques like searchable vector encryption and privacy-preserving methods to secure generative AI workflows and protect sensitive data in AI applications.
System Design Fundamentals
Studying scalable architecture patterns, distributed systems, and design principles for building robust, high-performance applications at scale.
Synthetic Data Generation
Investigating techniques for creating high-quality synthetic datasets using LLMs to address data scarcity, privacy concerns, and bias mitigation in ML/AI workflows.
My Tech Stack
Technologies and tools I use to bring ideas to life
Languages
Cloud & DevOps
AI & Data
Tools & Frameworks
Professional Experience
Data Science Intern
- Worked on RAG pipeline using LangChain and LlamaIndex.
- Authored technical content on fine-tuning and GenAI concepts.
AI Software Developer
- Built a multilingual AI-powered healthcare app using Flutter and AWS Lambda.
- Integrated Text-to-Speech and Speech-to-Text APIs to improve app accessibility.
ML Research Intern
- Augmented a diabetic retinopathy dataset using GANs and ESRGANs, improving model training quality by 30%.
Core Content Team Member
- Collaborated with the GDG-NEDUET team to create technical content and tutorials for the community blog.
- Conducted a session alongside the BYTE team on making award-winning apps.
Projects & Case Studies
I believe in learning by doing. Here is a selection of projects where I've turned ideas into tangible, impactful solutions, both collaboratively and independently.
Featured Collaborations
BYTE
An AI-powered nutrition assistant that was a Google Solutions Challenge Top 10 Finalist and won multiple global hackathons.
My Role: I developed the 'Get Alternatives' feature, and configured the Weaviate vector database for our RAG pipeline as part of the founding team.
Tech Stack:
Confidential Copilot
A Zero-Trust Generative AI platform for interacting with sensitive data, built on a foundation of searchable encryption.
My Role: I architected the BYOK-based authentication mechanism, implemented Distance Comparison Preserving Encryption (DCPE), published the dcpe-js npm package for client-side encrypted vector search, and created the encrypted RAG pipelines
Tech Stack:
More Team Projects
ADDIE
AI Agents HackathonAI productivity app for ADHD individuals using Crew AI agents to integrate with Google services.
INSTArget
Falcon AI HackathonInstagram competitor analysis tool using RAG on a Weaviate DB and the Apify API for data scraping.
Malware Detection in Container Environment
Research ProjectImplemented Random Forest ML technique to detect and classify anomalies in container environments using container logs.
SPROUT
Trulens HackathonMultimodal RAG app for plant disease detection from user-uploaded images, plus NDVI images analysis.
Gemma-2 Urdu Finetuning
Kaggle HackathonKaggle hackathon project to finetune Gemma-2 on Urdu for improved health-related text generation.
techBit
University ProjectA full-stack Node.js and Oracle DB resource platform for CS students (university project).
Awards & Recognition
Top 10 Global Finalist – Google Solutions Challenge 2024
1st Place Winner – Cohere Coral Hackathon 2023
1st Place Winner – Securiti AI Challenge 2024
Best Web App Winner – CodeSphere'23
Writing & Technical Articles
DeepSeek-R1 and the Future of Generative AI: A Comprehensive Breakdown
Your Complete Guide to DeepSeek-R1: Core Concepts, Research Insights, and Everything in Between
Read ArticleQuantum Computing: Exploring the Parallel Universe of Technology
A beginner friendly guide to quantum computing.
Read ArticleUnlocking LLM Agents: Supercharge Your Language Models
A tutorial for creating web-search agent using LangChain.
Read ArticleA Comparative Analysis of RLHF and DPO for Finetuning LLMs
Exploring and comparing two widely-used techniques for LLM-finetuning.
Read ArticleAutomating Knowledge Graph Creation with Gemini and ApertureDB - Part 1
Automating entity extraction and ingestion for knowledge graph creation.
Read ArticleAutomating Knowledge Graph Creation with Gemini and ApertureDB - Part 2
Automating entity relationships extraction and ingestion for knowledge graph creation.
Read ArticleEducation & Certifications
Education
B.E. in Software Engineering
NED University of Engineering and Technology
A Levels, Engineering and Computer Science
Dawood Public A Level College
Certifications
Get In Touch
I'm passionate about building innovative technology and am always open to discussing new projects and opportunities. Whether you have a question or just want to connect, feel free to reach out!