Arisha gupta
@arishagupta
AI decision science professional building LLM pipelines, conversational analytics, and research-grade signal decoding.
IndiaWhat I'm looking for
I built end-to-end LLM-based KPI extraction and a conversational analytics interface as an AI Decision Science Associate, using Ollama to process 30,000+ company records across 80+ financial dimensions for rapid B2B M&A analysis.
I focused on reliability by engineering a prompt-based extraction system with hallucination mitigation—context windows, structured output formatting, and multi-step verification—achieving 80%+ accuracy on complex financial queries.
I also bring research depth from my work as a Research Intern at Neurocomputing Lab, IIT Delhi, analyzing resting-state fMRI from 118 participants to test cognitive-state neural circuits, finding dissociable pathways and submitting to SfN 2026. Earlier, as an AI Infrastructure Intern, I evaluated GCP generative AI tooling (Document AI, Vertex AI, Translation Hub) and built a structured-data extraction proof of concept for identity documents.
Experience
Work history, roles, and key accomplishments
Research Intern
Neurocomputing Lab, IIT Delhi
Mar 2026 - Jun 2026 (3 months)
Analyzed resting-state fMRI data from 118 participants (MPI-Leipzig dataset) to test whether distinct neural circuits encode different dimensions of cognitive state. Identified dissociable neural pathways and prepared work for submission to SfN 2026.
Built an end-to-end LLM-based KPI extraction pipeline using Ollama to process 30,000+ company records across 80+ financial dimensions for B2B M&A analysis. Engineered a prompt-based extraction system with hallucination mitigation and a conversational interface for non-technical analysts.
Music Production Website
Frivaar Productions
Jul 2026 - Present (0 months)
Redesigned a music production website with a vinyl-aesthetic UI and responsive layout. Implemented a portfolio grid and audio embedding for showcasing work.
AI Infrastructure Intern
Digivatelabs
Jun 2024 - Present (2 years 1 month)
Evaluated GCP generative AI infrastructure including Document AI, Vertex AI, and Translation Hub for document classification/extraction and multilingual NLP. Built a proof-of-concept pipeline to extract structured fields (name, DOB, address) from identity documents.
Why We Love Zoning Out
Published a complete analysis pipeline for neural signal decoding using an LSTM to classify mental states from fMRI-derived brain signals. Reported LOSO validation performance and documented the workflow with reproducible notebooks and a README.
Education
Degrees, certifications, and relevant coursework
CHRIST (Deemed to be University)
Bachelor of Science (B.Sc.), Data Science
2023 - 2026
Grade: CGPA: 9.28/10
Activities and societies: Rank holder.
Pursued a B.Sc. in Data Science (rank holder) from CHRIST (Deemed to be University), Pune, achieving a CGPA of 9.28/10.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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