Explainable by design
Simulated match rankings
Every person is ranked against every other verified person. Self-matches are excluded; ties resolve by name.
How compatibility works
40%Interests
25%Hobbies
20%Conversation
15%Lifestyle
The score measures overlap between publicly observable profile signals. It is not a prediction of real-world romantic compatibility.
Best simulated matches for Suhas Khot
#1
Haymkarran S Bhalla
34%I help businesses grow with design | Harvard | IIM-A | DM me for growth tips in UX | Connect with me - 1:1 mentorship slots are now open.
TechnologyTraveltravelSimulated compatibility based on public profile signals: 2 shared interests, 1 shared hobby, 1 overlapping conversation topic.
Watch date #2
Apporva Arya
28%Senior Frontend AI engineer @NTT Data - Ex Bounteous x Accolite | Ex - Amdocs | Angular, Typescript, Node js, AI | GEN AI | AI Automation
TechnologySimulated compatibility based on public profile signals: 1 shared interest, 2 overlapping conversation topics.
Watch date #3
Vindhya Shanmugam
20%Sr Director of Engineering - Cx Growth, Search & Payments @Myntra
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #4
Alumni Cell NIT Delhi
13%Alumni Cell || International Affairs & Outreach || National Institute of Technology Delhi ||
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #5
Alok Patnia
0%Founder@TMG Group(🇮🇳 🇺🇸 🇬🇧 🇸🇬 🇦🇪) Empowering founders to build and scale global businesses I India ⇄US ⇄ UK ⇄ Singapore ⇄UAE I Cross-Border Tax & Legal Architecture Structuring I Backing Founders@ProfitboardVC
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #6
Devyansh Agrawal
0%Founder & CEO @ Devananta R&D | Building India’s Rare-Earth-Free Next-Gen Energy Storage | BRICS 2026 Delegate | Ex-Mercedes-Benz R&D | ISRO Researcher | Govt. of India YLD
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date Best simulated matches for Apporva Arya
#1
Vindhya Shanmugam
40%Sr Director of Engineering - Cx Growth, Search & Payments @Myntra
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #2
Suhas Khot
28%Software Engineer @Google
TechnologySimulated compatibility based on public profile signals: 1 shared interest, 2 overlapping conversation topics.
Watch date #3
Alumni Cell NIT Delhi
20%Alumni Cell || International Affairs & Outreach || National Institute of Technology Delhi ||
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #4
Haymkarran S Bhalla
10%I help businesses grow with design | Harvard | IIM-A | DM me for growth tips in UX | Connect with me - 1:1 mentorship slots are now open.
TechnologySimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #5
Alok Patnia
0%Founder@TMG Group(🇮🇳 🇺🇸 🇬🇧 🇸🇬 🇦🇪) Empowering founders to build and scale global businesses I India ⇄US ⇄ UK ⇄ Singapore ⇄UAE I Cross-Border Tax & Legal Architecture Structuring I Backing Founders@ProfitboardVC
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #6
Devyansh Agrawal
0%Founder & CEO @ Devananta R&D | Building India’s Rare-Earth-Free Next-Gen Energy Storage | BRICS 2026 Delegate | Ex-Mercedes-Benz R&D | ISRO Researcher | Govt. of India YLD
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date Best simulated matches for Haymkarran S Bhalla
#1
Suhas Khot
34%Software Engineer @Google
TechnologyTraveltravelSimulated compatibility based on public profile signals: 2 shared interests, 1 shared hobby, 1 overlapping conversation topic.
Watch date #2
Alumni Cell NIT Delhi
16%Alumni Cell || International Affairs & Outreach || National Institute of Technology Delhi ||
TechnologyBusinessSimulated compatibility based on public profile signals: 2 shared interests.
Watch date #3
Alok Patnia
15%Founder@TMG Group(🇮🇳 🇺🇸 🇬🇧 🇸🇬 🇦🇪) Empowering founders to build and scale global businesses I India ⇄US ⇄ UK ⇄ Singapore ⇄UAE I Cross-Border Tax & Legal Architecture Structuring I Backing Founders@ProfitboardVC
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 2 overlapping conversation topics.
Watch date #4
Devyansh Agrawal
11%Founder & CEO @ Devananta R&D | Building India’s Rare-Earth-Free Next-Gen Energy Storage | BRICS 2026 Delegate | Ex-Mercedes-Benz R&D | ISRO Researcher | Govt. of India YLD
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #5
Apporva Arya
10%Senior Frontend AI engineer @NTT Data - Ex Bounteous x Accolite | Ex - Amdocs | Angular, Typescript, Node js, AI | GEN AI | AI Automation
TechnologySimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #6
Vindhya Shanmugam
8%Sr Director of Engineering - Cx Growth, Search & Payments @Myntra
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date Best simulated matches for Alok Patnia
#1
Devyansh Agrawal
47%Founder & CEO @ Devananta R&D | Building India’s Rare-Earth-Free Next-Gen Energy Storage | BRICS 2026 Delegate | Ex-Mercedes-Benz R&D | ISRO Researcher | Govt. of India YLD
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #2
Alumni Cell NIT Delhi
20%Alumni Cell || International Affairs & Outreach || National Institute of Technology Delhi ||
BusinessSimulated compatibility based on public profile signals: 1 shared interest.
Watch date #3
Haymkarran S Bhalla
15%I help businesses grow with design | Harvard | IIM-A | DM me for growth tips in UX | Connect with me - 1:1 mentorship slots are now open.
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 2 overlapping conversation topics.
Watch date #4
Apporva Arya
0%Senior Frontend AI engineer @NTT Data - Ex Bounteous x Accolite | Ex - Amdocs | Angular, Typescript, Node js, AI | GEN AI | AI Automation
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #5
Suhas Khot
0%Software Engineer @Google
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #6
Vindhya Shanmugam
0%Sr Director of Engineering - Cx Growth, Search & Payments @Myntra
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date Best simulated matches for Vindhya Shanmugam
#1
Apporva Arya
40%Senior Frontend AI engineer @NTT Data - Ex Bounteous x Accolite | Ex - Amdocs | Angular, Typescript, Node js, AI | GEN AI | AI Automation
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #2
Alumni Cell NIT Delhi
20%Alumni Cell || International Affairs & Outreach || National Institute of Technology Delhi ||
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #3
Suhas Khot
20%Software Engineer @Google
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #4
Haymkarran S Bhalla
8%I help businesses grow with design | Harvard | IIM-A | DM me for growth tips in UX | Connect with me - 1:1 mentorship slots are now open.
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #5
Alok Patnia
0%Founder@TMG Group(🇮🇳 🇺🇸 🇬🇧 🇸🇬 🇦🇪) Empowering founders to build and scale global businesses I India ⇄US ⇄ UK ⇄ Singapore ⇄UAE I Cross-Border Tax & Legal Architecture Structuring I Backing Founders@ProfitboardVC
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #6
Devyansh Agrawal
0%Founder & CEO @ Devananta R&D | Building India’s Rare-Earth-Free Next-Gen Energy Storage | BRICS 2026 Delegate | Ex-Mercedes-Benz R&D | ISRO Researcher | Govt. of India YLD
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date Best simulated matches for Devyansh Agrawal
#1
Alok Patnia
47%Founder@TMG Group(🇮🇳 🇺🇸 🇬🇧 🇸🇬 🇦🇪) Empowering founders to build and scale global businesses I India ⇄US ⇄ UK ⇄ Singapore ⇄UAE I Cross-Border Tax & Legal Architecture Structuring I Backing Founders@ProfitboardVC
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #2
Alumni Cell NIT Delhi
27%Alumni Cell || International Affairs & Outreach || National Institute of Technology Delhi ||
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #3
Haymkarran S Bhalla
11%I help businesses grow with design | Harvard | IIM-A | DM me for growth tips in UX | Connect with me - 1:1 mentorship slots are now open.
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #4
Apporva Arya
0%Senior Frontend AI engineer @NTT Data - Ex Bounteous x Accolite | Ex - Amdocs | Angular, Typescript, Node js, AI | GEN AI | AI Automation
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #5
Suhas Khot
0%Software Engineer @Google
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date #6
Vindhya Shanmugam
0%Sr Director of Engineering - Cx Growth, Search & Payments @Myntra
No overlapping public signals were found; this is a simulation, not a statement about either person.
Watch date Best simulated matches for Alumni Cell NIT Delhi
#1
Devyansh Agrawal
27%Founder & CEO @ Devananta R&D | Building India’s Rare-Earth-Free Next-Gen Energy Storage | BRICS 2026 Delegate | Ex-Mercedes-Benz R&D | ISRO Researcher | Govt. of India YLD
BusinessSimulated compatibility based on public profile signals: 1 shared interest, 1 overlapping conversation topic.
Watch date #2
Alok Patnia
20%Founder@TMG Group(🇮🇳 🇺🇸 🇬🇧 🇸🇬 🇦🇪) Empowering founders to build and scale global businesses I India ⇄US ⇄ UK ⇄ Singapore ⇄UAE I Cross-Border Tax & Legal Architecture Structuring I Backing Founders@ProfitboardVC
BusinessSimulated compatibility based on public profile signals: 1 shared interest.
Watch date #3
Apporva Arya
20%Senior Frontend AI engineer @NTT Data - Ex Bounteous x Accolite | Ex - Amdocs | Angular, Typescript, Node js, AI | GEN AI | AI Automation
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #4
Vindhya Shanmugam
20%Sr Director of Engineering - Cx Growth, Search & Payments @Myntra
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date #5
Haymkarran S Bhalla
16%I help businesses grow with design | Harvard | IIM-A | DM me for growth tips in UX | Connect with me - 1:1 mentorship slots are now open.
TechnologyBusinessSimulated compatibility based on public profile signals: 2 shared interests.
Watch date #6
Suhas Khot
13%Software Engineer @Google
TechnologySimulated compatibility based on public profile signals: 1 shared interest.
Watch date