“It was pleasure to work with Ani. Open for new ideas and always looking to improve product. Ready to understand and find compromises between SW/HW limitation and customers needs. That is especially appreciated in Computer Vision and AI products. Full of energy to move forward :).”
Contributions
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You're analyzing qualitative data with your team. How do you resolve conflicting interpretations effectively?
Let's take the example of a sales team analyzing feedback from a set of interviews with prospective buyers: The 3 most common axes we use to group insights are frequency, impact, and feasibility. Are we trying to identify the most frequently encountered issues? The one that impacts the most revenue? The ones that are easiest to address? 1. We can use LLMs to quickly parse qualitative data (in this example transcripts or quotes), group by trend, and assign scores for each axis without human biases 2. Our team reviews these scores and adjusts them, taking the mode if there are discrepancies 3. If there are still disagreements, we have multiple theories to test!
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What are the most common sources of conflict in sales development?
Rejection hurts most when SDRs are prioritizing selling themselves or their product over helping their prospects. The solution is becoming more Prospect Centric! - When you remove your pride and explain why you are reaching out to a prospect - When you inquire about pain points and priorities - When you humbly request time to explore further - When you do not oversell your products, features, or previous success The "No's" stop becoming discouraging. When outreach is less about you and more about the prospect, negative signals stop becoming personal.
Activity
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💡 Breaking language barriers, one video call at a time! We're transforming video calls with real-time AI translation, breaking down language…
💡 Breaking language barriers, one video call at a time! We're transforming video calls with real-time AI translation, breaking down language…
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Why'd we leave our big tech jobs at 23? Before Hindsight, Andrew (our CTO) was a SWE at Google X, and I (Ani) was a Product Manager at…
Why'd we leave our big tech jobs at 23? Before Hindsight, Andrew (our CTO) was a SWE at Google X, and I (Ani) was a Product Manager at…
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Experience
Education
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Activities and Societies: Cert. Design Innovation Cert. Entrepreneurship and Technology Berkeley Business Society (President of Consulting), Sutardja Center for Entrepreneurship and Technology (Lead TA, Engineering Leadership Professionals Program), Berkeley Splash (Computer Science Instructor), Phi Kappa Psi
Languages
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Spanish
Limited working proficiency
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Telugu
Native or bilingual proficiency
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English
Native or bilingual proficiency
Recommendations received
1 person has recommended Ani
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