Image of Latif

Research Scientist
Meta Platforms

Menlo Park, CA 94025
lsiddiqsunny at gmail dot com

I am a research scientist at Meta, where I am working with the WhatsApp Core Consumer Messaging team, contributing to system and infra research for WhatsApp messaging.

I received my Doctor of Philosophy (Ph.D.) in Computer Science and Engineering from the University of Notre Dame in May 2026. I am advised by Dr. Joanna Cecilia da Silva Santos, Professor at the University of Notre Dame, and I was a graduate research assistant at the s2e-lab.

My research focuses on Software Engineering, Software Security, Code Generation, and Applied Machine Learning. You can find my publications on my Google Scholar profile.

For my full academic and professional background, see the Education & Experience page.

Pro Bono Support for Bangladeshi Undergraduate Students

As part of my commitment to giving back to the community, I am offering pro bono services to help undergraduate students from Bangladesh navigate their academic careers, especially those interested in pursuing graduate studies and research opportunities in the USA. My focus is on guiding students interested in computer science and engineering.
If you'd like to discuss graduate study options, research opportunities, or receive guidance on applications, you can schedule an appointment using the link below. Although multiple slots are available on weekdays and weekends, I kindly ask that you try to choose a slot over the weekend or outside my office hours (9 AM to 6 PM) on weekdays. Due to time constraints, it is challenging for me to manage more than 5 to 6 hours per week for these sessions, so appointments will be approved based on my availability.


Recent News

  • June, 2026 Joined Meta as research scientist.
  • May, 2026 Full research paper accepted at ICSME 2026.
  • April, 2026 Received 1,000 dollars Google Research Credits.
  • April, 2026 Approved for United States Permanent Residency (Green Card) based on Extraordinary Ability (EB1A).
  • February, 2026 Paper accepted at JAWs at ICSE 2026 and invited to submit an extended version to TOSEM/TSE.
  • 2025 – 2026 Five journal papers in review/revision (two Major Revision, one Minor Revision, two Under-review). Please check them out and feel free to provide early feedback!
  • October, 2025 LLM4CSEdu paper received 50+ citations within a few months of publication!
  • October, 2025 EB1A petition (Extraordinary Ability) approved.
  • September, 2025 Reviewing paper for CHI 2026.
  • August, 2025 Nominated for program committee member for DL4C, LLM4SEC, and NLBSE workshops.
  • July, 2025 On the performance of large language models on introductory programming assignments accepted at Journal of Intelligent Information Systems!
  • July, 2025 An Empirical Study of Code Smells in Transformer-based Code Generation Techniques reached 100 citations!
  • June, 2025 Started working with Meta as a Ph.D. SWE intern in the WhatsApp Core Consumer Messaging Groups & Communities team.
  • May, 2025 SecurityEval reached 100 citations!
  • March, 2025 Reached 500 citations on Google Scholar with H-index 10.
  • March, 2025 Awarded 1,513 dollars travel grant from NSF to attend ICSE 2025 (total 3,313 dollars received for this endeavor).
  • February, 2025 Accepted a summer 2025 Ph.D. internship offer from Meta.
  • February, 2025 Awarded 550 dollars travel grant from ACM SIGSOFT CAPS Funds to attend ICSE 2025.
  • February, 2025 Awarded 1,250 dollars travel grant from the Zahm Professional Development Fund (University of Notre Dame) to attend ICSE 2025.
  • January, 2025 Tool Competition paper accepted at NLBSE 2025 with undergrad mentee!
  • December, 2024 Using Large Language Models to Generate JUnit Tests reached 100 citations!
  • December, 2024 Ph.D. thesis proposal accepted to the ICSE 2025 Doctoral Symposium.
  • October, 2024 Nominated as one of four top Ph.D. students from University of Notre Dame for IBM and Google Ph.D. Fellowship 2024.
  • October, 2024 Paper accepted at SIGCSE TS 2025 (CER Track — Full research paper).
  • October, 2024 Selected as a Junior PC member at MSR 2025. Acceptance rate: 42.5%.
  • September, 2024 Received 600 dollars grant from ACM SIGSOFT CAPS to attend ASE 2024.
  • September, 2024 One full research paper accepted at ASYDE Workshop 2024.
  • September, 2024 Serving as a PC member for ICSE 2025 Artifact Evaluation Track.
  • August, 2024 Two full research papers accepted at SCAM 2024.
  • August, 2024 Successfully defended my Ph.D. proposal. I am now a Ph.D. candidate!
  • June, 2024 Serving as a PC member for ASE 2024 Industry Showcase.
  • June, 2024 Started working as a mentor in the CSE Summer Enrichment Program.
  • March, 2024 Paper accepted at EASE 2024 (Research Track).
  • February, 2024 Reached 100 citations with H-index 5 on Google Scholar!
  • February, 2024 Paper accepted at ICPC 2024 (Research Track).
  • January, 2024 Awarded 2,000 dollars from NSF to participate in ICSE 2024 and Student Mentoring Workshop in Lisbon, Portugal.
  • January, 2024 Paper accepted at MSR 2024 (Mining Challenge Track).
  • November, 2023 Paper accepted at ICSE-NIER 2024.
  • November, 2023 Serving as a Junior PC member at MSR 2024.
  • June, 2023 Joined Cummins Inc. as a data scientist co-op, working on large language models for QA bot development.
  • May, 2023 Passed my Ph.D. qualifier!
  • March, 2023 Received 1,200 dollars travel grant from ACM SIGSOFT to participate in ICSE 2023, Melbourne, Australia.
  • February, 2023 Paper accepted at NLBSE 2023.
  • August, 2022 Dataset paper accepted at MSR4P&S 2022.
  • July, 2022 Paper accepted at SCAM 2022 Research Track.
  • April, 2022 Received 1,075 dollars travel grant from NSF to participate in ICSE 2022, Pittsburgh, PA.
  • March, 2022 Tool paper accepted at NLBSE 2022.
  • October, 2021 Joining University of Notre Dame, Indiana, USA in Spring 2022 to pursue a Ph.D. with full funding.