Sushma Anand Akoju
@morals4kindness.bsky.social
PhD student | 3 Masters: Forensics, Info Sci, Data Sci | NLU & Neurosymbolic AI research | Community Educator @UNHSHARPP advocating consent | CIRTL Scholar
My past 10 years of work experience, research focus and achievements: tinyurl.com/intro-sushma-anand-akoju
This sets a precedent for my research goals and serves as documentation should anyone attempt targeted harassment or coercion or IPV again.
This sets a precedent for my research goals and serves as documentation should anyone attempt targeted harassment or coercion or IPV again.
https://tinyurl.com/intro-sushma-a…
June 22, 2025 at 8:22 PM
My past 10 years of work experience, research focus and achievements: tinyurl.com/intro-sushma-anand-akoju
This sets a precedent for my research goals and serves as documentation should anyone attempt targeted harassment or coercion or IPV again.
This sets a precedent for my research goals and serves as documentation should anyone attempt targeted harassment or coercion or IPV again.
My learning from different mentors draws the analogy to Princess Ida in Monument Valley -knowledge transferred as torches/clues between mentors and students. I maintain open, safe conversations with students for mutual learning.This reasserts that intellectual domination is only an illusion.
June 21, 2025 at 1:57 PM
My learning from different mentors draws the analogy to Princess Ida in Monument Valley -knowledge transferred as torches/clues between mentors and students. I maintain open, safe conversations with students for mutual learning.This reasserts that intellectual domination is only an illusion.
My study and research on Natural Language Understanding spans 7 integrated domains: (1) Deep Learning architectures (2) Theoretical Logic (3) Automata, Grammars & Theory of Computation (4) Neuroscience of Language (5) Cognitive Science approaches to AI (6) Neuroscience of reasoning, and
June 21, 2025 at 1:54 PM
My study and research on Natural Language Understanding spans 7 integrated domains: (1) Deep Learning architectures (2) Theoretical Logic (3) Automata, Grammars & Theory of Computation (4) Neuroscience of Language (5) Cognitive Science approaches to AI (6) Neuroscience of reasoning, and
My neurosymbolic methods journey spans 8+ years: from automated theorem proving & first-order logic (2018) to Natural Logic (2022) & AMR parsing (2021), plus hands-on implementation with Z3 solvers (2022), polynomial parsers (2020), and MLN applications (2021). tinyurl.com/neurosymboli...
research-experience/learning-as-a-hobby/neurosymbolic-methods-study.md at main · sushmaakoju/research-experience
Contribute to sushmaakoju/research-experience development by creating an account on GitHub.
tinyurl.com
June 21, 2025 at 1:49 PM
My neurosymbolic methods journey spans 8+ years: from automated theorem proving & first-order logic (2018) to Natural Logic (2022) & AMR parsing (2021), plus hands-on implementation with Z3 solvers (2022), polynomial parsers (2020), and MLN applications (2021). tinyurl.com/neurosymboli...
My 5+ years at Carnegie Mellon spanned multiple cutting-edge projects: Conversational AI with SARA (Socially-Aware Robot Assistant) under Profs. Tom Mitchell & Justine Cassell, hierarchical ML under Prof. Barnabas Poczos, plus HuBMAP computational biology & robotics work. tinyurl.com/cmu-experience
https://tinyurl.com/cmu-experience]
June 21, 2025 at 1:48 PM
My 5+ years at Carnegie Mellon spanned multiple cutting-edge projects: Conversational AI with SARA (Socially-Aware Robot Assistant) under Profs. Tom Mitchell & Justine Cassell, hierarchical ML under Prof. Barnabas Poczos, plus HuBMAP computational biology & robotics work. tinyurl.com/cmu-experience
Recent research on language as symbolic communication (auditory, visual, written) reveals why LLMs are effective collaboration tools: they operate in the similar symbolic encoding spaces that encode thoughts, beliefs, multimodal perceptions & experiences. #academicversion tinyurl.com/all-about-la...
tinyurl.com
June 21, 2025 at 1:44 PM
Recent research on language as symbolic communication (auditory, visual, written) reveals why LLMs are effective collaboration tools: they operate in the similar symbolic encoding spaces that encode thoughts, beliefs, multimodal perceptions & experiences. #academicversion tinyurl.com/all-about-la...
I introduce First Order Logic (FOL) as a tool for real life complex reasoning situations such as logical fallacies, paradoxes, misinformation - - on social media or in your life. My draft tutorial to teach FOL using tinyurl.com/fol-as-a-tool .
Introducing First Order Logic to reason complex information in daily life
tinyurl.com
June 21, 2025 at 1:25 PM
I introduce First Order Logic (FOL) as a tool for real life complex reasoning situations such as logical fallacies, paradoxes, misinformation - - on social media or in your life. My draft tutorial to teach FOL using tinyurl.com/fol-as-a-tool .
Ever wished for the perfect words during a heated argument or uncomfortable confrontation? My new guide shows how AI assistants can transform toxic interactions into productive conversations for daily life. tinyurl.com/transform-co... #BetterConversations #AIforGood
https://tinyurl.com/transform-comm…
June 21, 2025 at 1:12 PM
Ever wished for the perfect words during a heated argument or uncomfortable confrontation? My new guide shows how AI assistants can transform toxic interactions into productive conversations for daily life. tinyurl.com/transform-co... #BetterConversations #AIforGood