Yaman Singla
Research Scientist-2 at Indraprastha Institute of Information Technology, Delhi
India
Summary
👤
Senior🎓
Top SchoolYaman Singla is a Research Scientist-2 at Adobe’s Media & Data Science Research lab with a decade of experience applying NLP, causality, multimodal deep learning, and information extraction to marketing research and customer journey optimization. He holds PhD-level training in computer science and blends rigorous academic research with product-focused engineering, evidenced by patents, publications, and an Adobe Outstanding Young Engineer award. Before Adobe he led research development at IIIT-Delhi’s MIDAS lab and has hands-on experience building ML systems from essay-grading models to network routing features. Based in India, he bridges theory and practice to translate complex ML and causal methods into impactful, production-ready solutions. An understated strength is his cross-domain fluency—moving comfortably between causal inference, marketing analytics, and multimodal models to solve real business problems.
10 years of coding experience
1 year of employment as a software developer
Bachelor of Engineering (B.E.), Computer Science, First Class with Distinction., Bachelor of Engineering (B.E.), Computer Science, First Class with Distinction. at Netaji Subhas Institute of TechnologyGyan Mandir Public School - IndiaDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Indraprastha Institute of Information Technology, DelhiDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University at Buffalo
Hindi, English
Github Skills (33)
computational-social-science8
acl7
phonetics7
nlp6
computational-linguistics6
natural-language-processing6
sentence-similarity5
bert5
lint5
natural-language-understanding5
python5
transformers5
linux4
windows4
economics4
Programming languages (4)
Github contributions (5)
yamanksingla/PhD-thesis
Dec 2023 - Dec 2024
Yaman K Singla's (WIP) PhD Thesis: Behavior As A Modality
Contributions:2 PRs, 31 pushes, 35 branches in 11 months
behavior-optimized-content-generationbehavior-simulationbehavioral-scienceslarge-content-behavior-modelslarge-language-models
midas-research/data-free-uats
Jun 2021 - Dec 2021
Contributions:3 commits, 2 pushes, 1 branch in 5 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.