About
Machine Learning Engineer
- Birthday: 14 March 1997
- Phone: +91 9057260535
- City: Kolkata, India
- Age: 23
- Degree: Masters in computer Science
- Email: mustaffahussain473@gmail.com
I hold a post graduate degree from South Asian University, New Delhi in Computer Science. My academic training has been a blend of Computer Science, Statistics, Mathematics and Economics.
My interests and comprehension include Computer Vision, Natural Language Processing, Technology and trends but not limited here. I write on Medium about new trends, techniques and machine learning concepts.
Basketball and table tennis are the activities that I like to keep myself engaged in. I am currently based in Kolkata, India
Career Highlights
DDOS Attack: Myways website was under DDOS attack. Analysed attack via logs and setup measure in place to check further atttacks.
Articles: Started a publication on Medium named TheCyPhy. We are 19 writers and have 29 published articles in the domain of ML and DL
Research Project: Worked on a research project under Dr. Reshma Rastogi on Multi-Task Learning , an advanced domain in Machine Learning for the duration of 1 year.
Publication: Robust Multi-Domain Mitosis Detection, Robust Multi-Task Least Squares Twin SVM
Tech Stack
I have a mix of Data Science and Software Engineering skill set. Due to working in a startup based environment I have picked up architecturing services over cloud and maintenance too.
Programming skills
Database
Version control
Deep learning Framework
Query skills
Cloud
API
Popular frameworks
OS
Developer Skills
Resume
Education
M.Sc Computer Science
2017 - 2019
South Asian University (SAARC est.), New Delhi,India [SAU].
- My course work at SAU included subjects : Machine learning, Mathematical Topics of Computer science, Probability and Statistics, Database management systems, Advanced Data structures and Algorithms, Operating systems, Optimization Techniques, Data mining and Compiler Design etc
- Merit card holder
B.Sc Computer Science
2014 - 2017
Central University of Rajasthan, Ajmer, Rajasthan, India.
- My course work at CURAJ included subjects : Graph Theory,Computer Graphics, Differential and Integral calculus, Probability and Distributions, Computer Networks, Micro Economics, Macro Economics etc.
- Merit card holder
Academic achievements
GATE in Computer scinece & engineering
2019 - Present
NTA-NET for Assistant professorship in computer science&applications
2019 - Present
NTA-NET for Assistant professorship in computer science&applications
2018 - Present
Academic conferences
2019
2018
2017
Non academic achievements
- NCC: certificate A,B,C holder.
- Table Tennis: Singles and Doubles winner in Intra University tournament.
- Badminton: Singles and Doubles winner in Intra University tournament.
- Basketball: Represented University at West Zonals, Association of Indian Universites(AIU)
- Hockey: - Represented School at South Zonals, CBSE Clusters
- Painting: - First place in State level Poster Competition, Centre for Development of Advanced Computing(CDAC)
Professional Experience
Machine Learning Scientist
Dec,2020 - Present
Onward Health, Hyderabad, India : Onward Assist is an cancer prognostics platform .
- Grading Whole Slide Images(WSIs) for breast cancer cells on ER, PR, HER2 & KI67 . Deal with underlying differnces in staining via stain normalization. Utilised cell segmenation for identification of intensity. Took inspiration from various architectures such as Unet, linknet, etc to implement novel technique. Leading a team of Computer vision engineers and UNDERGOING CLINICAL TRIALS
- Grading Whole Slide Images(WSIs) for breast cancer cells on Mitosis detection. Worked on domain generalisation seen across data from different lab sites and scanners. Took inspiration from various architectures such as faster-RCNN, yolo, etc for detection.
- Removal of noise and bed along with other artifacts in Mouse CT data. Implemenated PET scan and CT scan registration for combined scan and analysis.
Machine Learning Intern
May,2020 - Nov,2020
MyWays, New Delhi, India : MyWays is an Artificial Intelligence and Psychometrics empowered Personalized Career Growth Platform for students.
- Developed knowledge graphs for horizontal and vertical career trajectories recommendations with respective trainings and other Insights about career.
- Set up Site Analytics and Cloud logging
- Responsible for leads generation for business team via scraping
Research Projects
A Study of Multi-Task learning models
May,2018 - April,2019
Research Project: Modelling, multi task data, Landmine sites data
- The project investigates into Multi-Task learning in SVMs. The project involved reading research articles, papers and devising a solution to improve the existing models in use. Proposed Robust MultiTask Learning Model which is based on Twin SVM for classification.
- Thesis: Multi-Task Learning Models and Extensions under the supervision of Dr. Reshma Rastogi.
Other works
Kaggle Competetions & Concept Implementations- Gene Expression Profiling
- Amazon Fine Food Reviews: Sentiment Analysis
- Donar Choose Document Classification
- BBC News Multi class classification
- Dimensionality Reduction Analysis: PCA V/s T-SNE
- Breast Cancer Detection
- SCRATCH Develepoment-TFIDF Vectorization
- SCRATCH Develepoment-SGD classifiers : SVM and Logistic Regression
- Regression Analysis
Blogs
I love reading and writing about technology. I started a publication On medium, TheCyPhy. The publication has grown to 19 fellow techies who share the same passion as me. We dominantly write about Data Science and hope to simplify advance concepts to simple form. To join and contribute to the publication drop in a Hello !
- All
- TheCyPhy
- By Me
Testimonials
I have known Mustaffa formally as a student for 2 years. I supersvised his thesis work at South Asian University. He did his work in a timely manner. He displayed discipline in his work and maintained a good rapport with his lab mates. He is inquisitive as well as patient and that makes him suitable for research.
Dr. Reshma Rastogi
Associate Professor, School of Computer Science and Mathematics, South Asian University
I have known Mustaffa for 3 years. He was a undergrad student in department of computer science. I taught him Computer graphics, Operating sysytems etc. At all times I have found him to be reliable, hard-working and courteous. I evaluated his graduation minor project where I found him open to suggestions and criticism.
Dr. Mamta Rani
Associate Professor, Department of Computer Science, Central University of Rajaasthan
I was his lab supervisor in South Asian University. I have observed his very closely during the period. I was his senior in the lab and guided him through out his projects, I have seen him pull all nighters when stuck with new concepts. He is confident and a responsible person. Overtime, we have become friends.
Dr. Pritam Anand
PhD South Asian University
Me and Mustaffa go a long way in term of trust and work. We have worked on several projects together and started TheCyPhy together for the the common passion we both shared. He is very supportive and and a great manager. He manages to keep his calm even at extreme situations. He has practical understanding for ML concepts.
Bharat Dadwaria
Co-founder, TheCyPhy
Contact
Lets get in touch
Location:
Barasat, Kolkata, West Bengal
Email:
mustaffahussain4734@gmail.com
Call:
+91 9057260535