Maitri Gohil

I'm Maitri Gohil, a CS graduate and Pre-Doctoral Fellow at IIM Ahmedabad, where my work sits at the intersection of AI, organisations, and entrepreneurship. My research has been presented at 3 conferences — the India Strategy Conference (ISB), IMC_IRC (IIFT Delhi), and INFORMS Atlanta — and recognised with the AOM STR Global Scholarship from the Academy of Management's Strategic Management Division. Alongside academic work, I've spent the last few years building — from prepping 10+ investor pitch decks at a university incubation centre to a founding role at an ed-tech startup — which is what draws me most to questions of human-AI collaboration and how organisations actually change. To know more about my story in detail, explore my digital world here.

Work

Current

Research Assistant

IIM Ahmedabad | ADCLOD Centre | Prof. Neharika Vohra

Currently driving two parallel streams of work at ADCLOD, both circling the same question: how organisations actually change when the ground shifts under them.

Project 1 — Organisational Transformation in the Generative AI Era

  • Leading a qualitative, multi-case process study examining how organisations transform as generative AI becomes embedded in everyday work — spanning 6 dimensions: work practices, routines, leadership, knowledge management, governance, and human-AI collaboration
  • Building the study's theoretical foundations on Gioia methodology, drawing on Raisch & Krakowski, Feldman & Pentland's routines-as-practice framework, and Orlikowski's technology-in-practice perspective
  • Designing a research protocol targeting 8–10 organisations and 50–80 semi-structured interviews across knowledge-intensive sectors

Project 2 — Social Impact Leadership & Entrepreneurship

  • Producing ADCLOD's Podcast Series with Social Impact Founders — leading transcript development, editorial formatting, and content strategy for 12+ episodes with leaders including Aditya Natraj (Piramal Foundation), Saroj Mahapatra (PRADAN), Rukmini Banerji (Pratham), Harish Hande, and others
  • Independently designed and developed the series' dedicated website, adclodsocialimpact.com, now live and hosting the project's full body of work, in addition to maintaining distribution on Apple Podcasts and Spotify
  • Translating long-form founder conversations into structured, publishable content that captures how social enterprises lead and scale change
Summer 2025

Research Intern

IIM Indore | Prof. Swapnil Garg

  • Investigated the epistemological limits of AI through Michael Polanyi's theory of tacit knowledge, focusing on qualitative interpretive analysis
  • Designed and executed a rigorous qualitative coding framework using NVivo and Gioia methodology to systematically analyze philosophical texts
  • Identified and categorized 40+ conceptual constructs related to tacit knowing, personal knowledge, and AI's cognitive boundaries
  • Conducted iterative coding cycles (first-order codes, second-order themes, aggregate dimensions) to develop a comprehensive theoretical framework
  • Co-authored two research manuscripts examining the philosophical foundations of AI limitations and their implications for knowledge representation
  • Synthesized insights from philosophy of mind, cognitive science, and AI research to build interdisciplinary arguments
2025

Founding Team Member & Tech Head

BPlan (bplan.info) — CFA Exam Preparation Platform

  • Joined as a founding team member of BPlan, an ed-tech platform for CFA exam preparation, owning product and technology end-to-end
  • Led the product from the ground up — scoping the roadmap, building study materials and premium content, and shipping the full platform to production
  • Served as Tech Head: built and deployed the site with a staging-to-production workflow, custom domain, SEO, and analytics infrastructure
  • Drove platform revenue growth from launch, driven entirely by product decisions and content built specifically for finance students
2024-2025

Research Intern

GIFT City (IFSC Department)

  • Conducted an in-depth research study on 50+ FinTech entities operating within India's first International Financial Services Centre (IFSC) at GIFT City
  • Designed and executed primary research methodology, conducting structured interviews with stakeholders including PwC, EY, Bank of America, and multiple FinTech entities
  • Synthesized findings into a comprehensive research report analyzing regulatory frameworks, operational models, and innovation patterns in the IFSC ecosystem
  • Collaborated with the technology team to design and implement a Visitor Management System for the Special Economic Zone (SEZ), reducing average wait times by over 60%
2023

Incubation Support

KIIF (Karnavati University Incubation and Innovation Foundation)

  • Contributed to the preparation of 10+ investor pitching decks for early-stage startups across diverse sectors
  • Led coordination and documentation efforts for startup incorporation filings and regulatory compliance
  • Designed creative strategies for workshops and seminars to foster entrepreneurial culture across the centre
  • Mentored founders on pitch refinement, business model validation, and go-to-market strategies
2023

Web Developer

UIT Portal Development

  • Was part of a team of 4 developers to build the university's comprehensive student management portal
  • Designed and implemented full-stack solutions for student data management, course registration, and academic tracking

Education

Course College/University Year CGPA/%
Class X Naimisharanya School, Bhavnagar 2019–2020 93.20%
Class XII Naimisharanya School, Bhavnagar 2021–2022 94.00%
B.Tech CSE Karnavati University, Gandhinagar 2021–2025 72.34%

Achievements

2025

AOM STR Scholarship

Scholarship awarded by the AOM STR (Academy of Management Strategic Management Division)

I have been awarded the AOM STR GLOBAL scholarship and a research grant of $1000 for my contribution as an emergent scholar in the literature of strategy, recognising my research work on tacit knowledge and artificial intelligence, which I presented at ISC 2025 @ ISB (India Strategy Conference). This scholarship includes partial travel support to the conference and registration waiver.

Presentations

Does AI Know? A Tacit Knowledge Perspective

India Strategy Conference (ISC) @ Indian School of Business (ISB), 2025

Presented original research examining AI's epistemological boundaries through Polanyi's framework of tacit knowing. The paper explores fundamental questions about machine cognition and the irreducible role of embodied, personal knowledge in human understanding.

Presented

AI in Education: A Tacit Knowledge Perspective

IMC_IRC @ IIFT Delhi, 2025

Explored the implications of AI integration in educational contexts, arguing that certain dimensions of learning—rooted in tacit knowledge—resist algorithmic capture. The presentation highlighted critical gaps in AI-mediated pedagogy.

Presented

A Tacit Knowledge Perspective on Nature and Boundaries of AI

INFORMS Annual Meeting, Atlanta, 2025

Earlier version of the tacit project exploring the philosophical foundations of AI limitations.

Abstract Accepted

Skills

Research Skills

SPSS
NVivo (Qualitative Coding)
R
Stata
Research Rabbit
Quantitative Analysis
Qualitative Analysis

💻 Tech Stack

Python
PyTorch / scikit-learn
Pandas / NumPy
LangChain
JavaScript
PostgreSQL
MySQL

Books I Would Love to Talk About

The Almanack of Naval Ravikant

The Almanac of Naval Ravikant

Ongoing

A guide to wealth and happiness compiled from Naval's wisdom on building wealth, happiness, and self-knowledge.

The Second Machine Age

The Second Machine Age

Completed

Exploring how digital technologies are transforming work, progress, and prosperity in unprecedented ways.

Human + Machine: Reimagining Work in the Age of AI

Human + Machine: Reimagining Work in the Age of AI

Completed

Examining how AI is fundamentally reshaping business processes and the future of human-machine collaboration.

The Tacit Dimension

The Tacit Dimension

Completed

Polanyi's foundational work on tacit knowledge—the knowledge we can't articulate but forms the basis of human understanding.

Contact me

I'm always interested in discussing research collaborations, speaking opportunities, or innovative projects at the intersection of AI and management.