I'm Fatima, and I bring over a decade of expertise in Machine Learning and Data Science from both industry and academia. I'm currently working as an Applied Scientist at Amazon, primarily focusing on Generative AI models, especially in the realm of computer vision. I earned my PhD from the University of British Columbia. I'm not only involved in interviewing at Amazon, but I've also gone through numerous interviews myself after my graduation.

Senior Applied Scientist @ Amazon Science

Ex-Twitter, Ex-Pinterest, Seasoned Machine Learning Expert with Over 11+ Years of Experience in ML, Specializing in Large-Scale Predictive Modeling, Ranking & Recommendation Systems, and Generative AI.

BEng in Computer Science and Engineering. MSc in Artificial Intelligence. 10 years of work experience in the industry as a Machine Learning Engineer. I have worked with Apple, Microsoft Research, UBS, and Credit Suisse. Moreover, I have taken over 200 interviews, including Coding, System Design, Machine Learning, and Behavioral.

** I will be out of the country between March 27th - April 6th**

** Please confirm date availability before booking a session, calendar is not always up to date. **

Senior Machine Learning Engineer at Apple. Experienced in system design (ML and general SWE), data structures, algorithms and behavioural rounds. I focus on comprehensive hands-on testing and constructive feedback with examples.

** I will be out of the country between March 27th - April 6th**

** Please confirm date availability before booking a session, calendar is not always up to date. **

Senior Machine Learning Engineer at Apple. Experienced in system design (ML and general SWE), data structures, algorithms and behavioural rounds. I focus on comprehensive hands-on testing and constructive feedback with examples.

I am excited to assist you in securing your next job offer (MLE, ML Scientist, SDE, Data/Research/Applied scientist roles). I can help you with tailored & personalised coaching sessions covering-

• mock interviews

• mentorship sessions

• career coaching discussions

• resume reviews

• resume rewriting

I have 9.5+ YOE in AI/ML across MNCs like Amazon, Cisco, Microsoft, Oracle and have mentored 85+ people.

I have developed & deployed 39+ ML models so far. Currently as a Principal Applied Scientist, I lead a team of 18 engineers & ML scientists, solving Org level business problems for 10M+ customers.

I have expertise in Machine Learning, Deep Learning, NLP, LLM, GenAI, Recommendation models as well as MLOps, SDE coding & HLD. I have adopted best practices of RAG, Agentic-AI solutions and LLM based OpenAI, LLama, DeepSeek, Gemini, Claude Anthropic, Mixtral models.