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Based on 5 reviews, listing data and website checks · updated yesterday

What is Mohit Rawat?

Mohit Rawat is an engineer who builds AI products end to end, from problem definition to solving problems. He shares his engineering principles, systems notes, and thinking in public on a daily working log. The site features entries like 'Tradeoffs when AI writes the code' and 'The CLI-job contract', updated most days.

What is the rating and how recent are the reviews?

The business has a Trustburn rating of 4.2 out of 5 from 5 reviews. This rating reflects the collective feedback from users who have engaged with the content or services provided on the platform.

What do reviewers praise?

Reviewers have praised the detailed engineering principles and systems notes shared on the working log. Some users on Reddit also noted the comprehensive approach to AI product development and problem-solving strategies.

What specific content can be found on the website?

The working log includes entries such as 'The wrong route to AI SRE' and 'Why workflow SaaS loses to local assistants'. These posts provide insights into technical decisions and architectural choices made during system design.

What is the background and experience of the founder?

Mohit Rawat spent 15 years building AdTech and messaging systems before focusing on AI systems. He previously worked on an ad-creative intelligence platform at Galvor using LLM tagging pipelines and multimodal embeddings.

What is the history and team structure?

The site mentions a history of working on a customer data platform, an ad network, and a messaging platform while leading engineering teams across India and Nigeria. This experience spans from Bizense to Terragon.

What specific methodology is mentioned in the content?

The working log includes a post titled 'The gold loop: prove a judgement before you scale it', which outlines a methodology for validating decisions before expanding operations.

How long has the business existed and where is it located?

The business operates under the domain mohitrawat.net and has been active since at least 2026, as indicated by the copyright notice and recent blog entries.

Based on reviews, listing data and the company's website. Verify anything important with the company directly.

James Whitaker
Reviews 1

The website presents a clear summary of Mohit Rawat’s career, highlighting fifteen years in AdTech and messaging systems. His current focus on building AI systems end-to-end is evident through his work at Galvor, where he developed an ad-creative intelligence platform using LLMs and multimodal embeddings. Previous roles at Bizense and Terragon add further context to his experience in customer data platforms and ad networks. The site functions primarily as a working log, offering short, unpolished entries on engineering principles and system notes. While the content is dense with technical detail, it effectively showcases his background in aerospace engineering and his ability to lead engineering teams across different regions. The inclusion of links to LinkedIn and GitHub provides additional avenues for verification. Overall, it serves as a straightforward portfolio for someone interested in his technical trajectory and recent projects in the AI space.

Sofia Delgado
Reviews 1

It is refreshing to see entries published almost daily. The consistent updates on engineering principles and systems notes make it easy to follow his ongoing work. Having new content most days means there is always something fresh to read about his latest projects and technical insights.

Marcus Thorne
Reviews 1

The profile shows extensive experience in AI systems and AdTech. Building platforms at Galvor and leading teams at Bizense indicates strong technical leadership. The daily engineering notes suggest a practical, hands-on approach to problem-solving. Is there a specific service tier for consulting on LLM pipelines, or is it project-based? The information provided is thorough enough to gauge expertise levels effectively for potential collaborations.

Eleanor Vance
Reviews 1

Reading through Mohit Rawat’s detailed working log offers a clear window into his engineering philosophy and technical depth. With fifteen years of experience spanning AdTech and messaging systems, he demonstrates a robust understanding of complex infrastructure. His work at Galvor on ad-creative intelligence platforms, utilizing LLM tagging pipelines and multimodal embeddings, highlights a sophisticated approach to solving real-world problems. Additionally, his background includes building AI outbound-sales platforms and leading engineering teams across international markets like India and Nigeria during the Bizense era. The daily entries, which are often short and unpolished, provide an authentic look at engineering principles and systems notes. This transparency in his thinking process, from problem definition to end-to-end solutioning, suggests a highly competent professional who values clarity and practical application in his AI development projects.

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