Serdar Kadioglu @serdar_kadioglu
Chief AI Officer @NM_Financial | Adj. Assoc. Prof @BrownCSDept | ex-@Fidelity | ex-@Oracle | ex-@Adobe skadio.github.io Boston Joined December 2013-
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I’ve recently joined @NM_Financial as Chief AI Officer. We are living through the most exciting period in the history of computing, and the opportunity to help shape a company with 169-long history navigate this significant shift is huge! Exciting times lnkd.in/p/gY8e_jAF
@dylanjsam @OpenAI @zicokolter @andrew_ilyas @furongh Congrats!!
Forge: Foundational Optimization Representation using Graph Embeddings linkedin.com/posts/serdark_… Paper: arxiv.org/abs/2508.20330
Forge: Foundational Optimization Representations from Graph Embeddings. #Forge is a self-supervised method for embedding optimization problems, just like your favorite text embedding. A single pre-trained model works across tasks, problems, and sizes 🤯 linkedin.com/posts/serdark_…
@charles_irl @modal Applied! Thank you for sharing
Balans: Bandit-based Adaptive Large Neighborhood Search @IJCAIconf Online, meta-solver for solving mixed-integer programming (MIP) problems. Install: pip install balans Library: github.com/skadio/balans Paper: arxiv.org/abs/2412.14382 linkedin.com/posts/serdark_…
📢 If you're solving real-world problems with AI, we want to hear from you! As Vice Chair of IAAI'26, I invite you to submit your work to Innovative Applications of AI 2026 🚀 🗓️ Deadline: Aug 18, 2025 📍 Conference: Jan 2026, Singapore as part of #AAAI linkedin.com/posts/serdark_…
@lauriewired You just made me remember the summer I spent at AVM, the ActionScript Virtual Machine team at Adobe (really strong engineering team btw) where I studied the AVM specs line by line, and wrote a fuzzer based on grammar guided genetic algorithm —discovered some deep vulnerabilities
@siddkaramcheti @ICatGT @GTrobotics @mlatgt Congrats!!
CORS 2025! June 9–11, 2025, Edmonton, AB
another excellent #NYTechWeek panel with @IBM re: Open Source AI 👏👏👏
@ftm_guney @gorkaydemir @WeidiXie Fantastic news!!
Thank you for the kind invitation @KuisAICenter @ftm_guney —looking forward to it!
📢📷Tomorrow (January 14) at 10:00, we will host from Serdar Kadioglu from @BrownUniversity: “Toward Modeling Assistants: Bridging Natural Language and Optimization” Zoom info: [email protected] or just DM!
Driven by the complexity and the sheer scale of real-world problems in industry while seeking their abstractions & generalizations. Check out our latest applied research at @Fidelity Ai Center #ai #ml #fidelityassociate linkedin.com/posts/serdark_…
@jmhessel @mervenoyann Sure thing! I wish I could just point us to a tool that already works, but we are getting there.. 🤞
@mervenoyann @jmhessel Others already mentioned Optverse and Optiguide —which are very cool. And there is an upcoming workshop at AAAI’24 exactly on this topic ai-or.github.io/2024/
@mervenoyann @jmhessel Ner4Opt is avail via ‘pip install ner4opt’ but it only extracts entities without building the complete model. The position paper on Holy Grail 2.0 (CP’23) shows a decomposition guided prompting to generate constraint models —results are very promising arxiv.org/abs/2308.01589
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