Ch Muhammad Awais cm-awais

I am a programmer, data scientist, and problem solver

🌱 I’m currently exploring Deep learing models for better SAR Ship classification Loss Functions comparison, Transfer-learning effect, Performance Metrics Evaluation.
I had my Masters' in Data science at Innopolis University, resulted into two publication-> data augmnetations and Hyper-parameters, Software Defect Prediction meta-analysis
👯 I’m looking to collaborate and do some Kaggle competitions.
🥅 I like to work on Data analysis, data wrangling, ML models and computer vision projects.
⚡ Fun fact: I am learning how to play football.

✨ About Me

I am a Data scientist with 3+ years of experience in designing Python applications, ML models, and data analytical applications.

I participate in extracurricular activities for my leasure time.

I implemented music search using constellation following the strategy of Shazam, and image search using SIFT features. (Course Project) code
The project involved putting into practice an algorithm to use TF/IDF to index the documents and retrieve the documents that matched a query. (Course Project) code
This hackathon project addressed the problem of content filtering by employing machine learning for malicious content detection, OpenCV for blurring content, and speech recognition to detect and beep malicious content. (Hackathon Project) Link
This hackathon project resulted in an ML pipeline to assess adverts on walls using YOLOV3 to aid decision-makers in formulating advertising strategies. (Hackathon Project) Link
This project involved benchmarking and comparing image correction algorithms for a video streaming company in order to establish which image correction algorithms are best for maximizing streaming quality; super-resolution was the solution. (Hackathon Project) Presentation LINK