👋 Hi, I'm
AI Engineer by profession, an avid reader by heart. I have a MAJOR interest in Deep Learning. I'm looking for exceptional projects that can make me go beyond the basics. I practice coding on leetcode and I absolutely love to talk about AI and ML, so if you want to talk about it, feel free to contact me!
Apart from that, I love to watch anime, movies and different sereis (specially sitcoms :P). Oh, and I also love to draw and read manga!
My responsibilities include integrating LLMs into various applications, enhancing functionality and performance. I have created robust RAG pipelines and a code reviewer LLM. Resolved complex LLM tool calling issues, ensuring smooth operations and efficient workflows.
I developed a hybrid approach combining Learned Noise Prediction and Fourier Transform, achieving 89% accuracy in differentiating real and fake satellite images. I enhanced YOLOv8's performance for car tracking, boosting mAP from 67 to 95. I compared Mistral and GPT-4 responses using PairRM in LLM Blender and deployed the Whisper model offline for audio transcription. I also created Blender scripts to generate synthetic automotive data, contributed tutorials on spatial analysis and spatiotemporal modeling for a Big Geo Data course, and analyzed GPS datasets to support stakeholder meetings.
I fine-tuned a UNET model for land cover mapping, achieving a 0.92 IoU, and deployed it on Hugging Face Spaces. I also fine-tuned a YOLOv5 model to detect and quantify forest tree damage, converting Pascal VOC annotations to Darknet format. Using this method, I participated in a ship detection competition, achieving an mAP score of 0.82 on the private leaderboard and 0.86 on the public leaderboard.
Worked on the vertical of AI and wrote high quality, to-the-point articles with practical implementations. The topics of these articles were related to Deep Learning, Computer Vision, Natural Language Processing and Linear Algebra. Also, I was responsible for reviewing and editing the articles written by other interns. Visit my profile. ^_^
Currently pursuing a Master's degree in Artificial Intelligence. I am working on my thesis on the topic of "XAI in Agriculture". I am also working on some research projects with my supervisor. I have listed some of my work below. For more details, you can check out my GitHub profile.
Graduated with a Bachelor's degree in Computer Engineering. I was an active member of ACM UET Lahore and participated in various events and competitions. I also worked on some semester projects with my team members. I have listed some of my work below. For more details, you can check out my GitHub profile.
Most of the work I performed was for the semester projects with my team members. I have also worked on some personal projects. I have listed some of my work below. For more details, you can check out my GitHub profile.
