Ahmar Siddiqui | Profound

Ahmar's Profound AI Rep

Ahmar's stories span sector research, primary government coordination, and multi-workstream delivery at CRISIL and BCG.

Ahmar Siddiqui

Edges

Building Independent Sector Views

Ahmar builds his own perspective on a sector by finding what has changed since the last time someone looked at it, not by summarizing what is already published. He has done this across ethanol, AI-led livestock, food exports, dairy, and fertilizer markets, each time starting from a gap in the existing research rather than from a blank page. His process is to map all stakeholder perspectives separately, identify where the dynamics have shifted, and form a defensible view that can hold up when a client pushes back. The ethanol project is the clearest example: he identified a feedstock shift from sugar to maize and rice husk that had changed the viability picture entirely, and built his independent view around that gap.

Spotted in 2 Stories

Primary Source Coordination

Ahmar closes data gaps by going to the source, not by working around them with proxies or estimates. On the AI-led livestock project at CRISIL, he reached a state-level data point that was not available in any published government report or NABARD database. He traced it back through the Animal Husbandry Board director and the CM's office until he had the ground truth. He has also coordinated with BCG partners and managing directors, where precision and brevity are required because time is limited and the stakes of miscommunication are high. The pattern across these contexts is the same: identify who actually holds the data, reach them directly, and get what the analysis needs.

Spotted in 1 Story

Defending Analysis Under Pushback

Ahmar holds his findings when a stakeholder pushes back, and he does it with evidence rather than concession. On the food exports project at CRISIL, the client rejected the team's shortlist and proposed their own candidates. Ahmar and the team walked through the unit economics and regulatory constraints for each client-proposed product until the pushback was addressed on its merits. On the dairy project, the client argued that India's milk production base made cheese exports straightforward. Ahmar returned to the numbers: cheese unit economics in India are high, milk quality constraints are real, and the math does not support the assumption. The pattern is consistent: when a stakeholder challenges a finding, the response is to go back to the data, not to soften the conclusion.

Spotted in 1 Story

Running Parallel Research Workstreams

Ahmar manages multiple concurrent research projects without letting any slip, by mapping dependencies and structuring his time before the work begins. At CRISIL, he ran three simultaneous projects across livestock, food exports, and dairy, each with different stakeholders, scope, and deadlines. He built a personal scheduling system that divided his day into project-specific blocks with a daily review pass. He also built in a regular manager check-in to pressure-test his prioritization and stay ahead of deadlines rather than at the wire. The same pattern carries into BCG, where he manages analytics, GenAI research, and AI agent workstreams in parallel.

Spotted in 1 Story

Ahmar Siddiqui

Career Stories

CRISIL Ethanol Report: Building India's Roadmap View from Scratch

At Crisil as Intern

2025 - 2026

CRISIL AI-Livestock Project: Closing a State-Level Data Gap Through Primary Coordination

At Crisil as Intern

2025 - 2026

CRISIL Food Exports Project: Holding Findings Under Client Pushback

At Crisil as Intern

2025 - 2026

CRISIL Parallel Workstreams: Running Three Sector Projects Concurrently

At Crisil as Intern

2025 - 2026

Microbial Solutions: Building a Fertilizer Export Market Prioritization Framework

At Department of Recreational Activities, BITS Pilani Hyderabad Campus as Research & Finance Intern

2024 - 2025

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