
Try to make sense of things around me. Interested in technology's contribution to ClimateAction. Contribute to Revenue and Tech @ResilienceAI. Working Dad.
Pune, India
Joined March 2015
- Tweets3.3K
- Following160
- Followers219
- Likes2K
Sundeep Reddy Mallu retweeted
Disaster management is not response.
It is the decision made before the event.
Thank You Dr. Krishna S Vatsa, Member and HOD @ndmaindia
Book your Space for a Space Resilient Quadrant Score by ResilienceAI
resilience360.ai
@GoogleStartups @launchCH @KPMG_US
@Halcyon
#TheBuilt | @HumansofResilience
#ClimateResilience #ClimateTech #ArtificialIntelligence #ResilienceAI
Sundeep Reddy Mallu retweeted
🚀 26 women-led climate-tech startups.
⏳ 9 months. South Asia
#SheWinsClimate – South Asia Accelerator brought them to Bangalore
Samhita R (@SheSapien) addressed the gathering with what does it take for Her to Win
The question on the panel was not how to build a climate-tech company
It was what happens after the accelerator ends
That gap is where most startups stall
❌ Not for lack of innovation (not ideas)
📉 For innovation that are time intensive
1️⃣ Pilots do not equal adoption
2️⃣ Capital follows proof, not potential
3️⃣ The ecosystem has to move together or nobody moves at all
The cohort in that room had already done the hard part
✨ They built real solutions for real exposure.
The work now is getting institutions, investors, and corporates to decide faster.
🤝 Thank you Climate Collective Foundation MSC (MicroSave Consulting) IFC
🙌 This one is for every founder who kept going past the first no.
📌 Climate Collective Foundation MSC (MicroSave Consulting) Consulting IFC - International Finance Corporation Bangalore Climate Data Week 2026
@sundeeprm @OmkarOniel @ssaunik @Halcyon @GoogleStartups @Azure
#SheWinsClimate #ClimateTech #WomenFounders #SouthAsia #DRR #ClimateResilience
Sundeep Reddy Mallu retweeted
In the 1980s, disasters were a bill we paid afterward.
Today, we see them coming.
Why are we still paying late?
Resilience pays
Thank You Dr. Krishna S Vatsa, Member and HOD National Disaster Management Authority @ndmaindia
Book your Space for a Space Resilient Quadrant Score by ResilienceAI
Reach out to @SheSapien, @sundeeprm, @OmkarOniel
@GoogleStartups @launchCH @KPMG_US
@Halcyon
#ClimateResilience #ClimateTech #ArtificialIntelligence #ResilienceAI
Sundeep Reddy Mallu retweeted
🎤 Spotlight Talk | Mobility Symposium 2026, Bengaluru
- A tiffin seller loses ₹600 in one day of rain 🌧️
- An elderly man skips the walk his health needs 🚶♂️
- A child misses school 🎒
@SheSapien (Samhita R) opened her talk with them, not a statistic 📊
In front of senior corporate leaders and civic bodies 🏢
🌧️ Her point: Weather does not fail our spaces, we do
⏱️ Prepare: Work inside a 72 hour or 90 day window
🏗️ Adapt: Decide how roads, structures and neighbourhoods get built
Mobility runs from point A to point B 📍
Both points have to adapt
When the panel spoke of heat shelters 🥵
📍 She showed how to map the need in 72 hours
🌡️ Resilience360™️:
- 90 day multi hazard outlook
- 0.1 sq km precision
- Risk in rupees 💰
Who maps the shelters before the next shock? 🤔
Thank you MoveInSync for the stage 🙌 during #MobilitySymposium
lnkd.in/p/gsKFizsA
#MobilitySymposium2026 #MoveInSync #UrbanMobility #ResilientMobility #ClimateResilience
Sundeep Reddy Mallu retweeted
A climate forecast can tell us that heavy rainfall is coming. It isn’t enough.
A local administrator gathers historical data. Historically Road X May flood, facility Y will shut down for 30 minutes. This isn’t always correct.
That is where the real work of climate resilience begins. The next challenge is to connect the forecast and legacy intelligence with
- present condition
- local knowledge
- dynamic public planning
- decisions that determine what happens on the ground
#AI #Techno-science can help bring these pieces together.
In this article featuring Samhita R published by @itstechgraph , she explore why local climate resilience needs more than better data. It needs a stronger link between intelligence, governance, and action.
What would help your local administration act earlier on climate risk: better local data, more funding, or stronger decision-making systems?
Read the full article todayhttps://techgraph.co/opinions/why-india-needs-ai-powered-climate-resilience-at-local-level/
@SheSapien @sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG_US @Halcyon @ndmaindia
#ClimateResilience #ClimateTech #ArtificialIntelligence #ResilienceAI
Sundeep Reddy Mallu retweeted
Sheshadri M. spoke to the next generation of builders.
At @JioGenNext’s Founder Insights series, #MAPCohort 2026, our Chief Product Officer shared how climate intelligence becomes a decision before a disaster strikes.
1️⃣ The question MAP Cohort 2026 asked was not “how does the platform work”
2️⃣ It was “who decides what data matters when lives are at stake”
3️⃣ That is exactly the right question for a founder to be asked
Watch the full episode here: youtube.com/watch?v=RJiYF-4K…
The full conversation is worth 10 minutes of your time
@JioGenNext does not just back companies
It backs the people who will build what comes after them
Resilience AI’s goal: Avert $10 billion losses and secure 500 million lives by 2030 with an accessible techno-science system enabling reliable decision-making for businesses, governments, agencies
The cohort that heard this today will build the infrastructure those assets sit on
📩 [email protected]
@SheSapien @sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG @Halcyon @ndmaindia @RIL_Updates
#MAP2026 #JioGenNext #ResilienceAI #EnterpriseTech #DRR #RiskReduction #DisasterManagementPlan
Sundeep Reddy Mallu retweeted
Shift of climate resilience from specialist to decision makers. Resilience can no longer remain a specialist conversation between climate teams and sustainability teams but become part of how infrastructure is operated, maintained, funded, and governed.
Sundeep Reddy Mallu retweeted
📊 Less than 10% of global climate finance goes to adaptation
Adaptation is the part with the proven return
🎙️ Tonight in Venice, California
@Halcyon Accelerator and The Carbonautsauts
Funding Climate Resilience: From ROI to Action
Samhita R (@SheSapien) , Founding CEO of Resilience AI, joins the panel Moderated by Emily R. Owen, US Programs Lead, Halcyon
The adaptation finance gap runs 187 to 359 billion dollars a year
The money is not where the damage is
Also the final The Carbonauts event. A good one to close on
📍 Sorry not Sorry, Venice. 7:00 PM PT
@sundeeprm @OmkarOniel @GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
#ClimateAdaptation #ClimateFinance #DRR
More details here: tickettailor.com/events/thec…
Sundeep Reddy Mallu retweeted
🌀 Kauaʻi, Hawaiʻi
Hurricane Lowell never made landfall
92% of the island lost power anyway
⚠️ First-ever tornado watch issued for Hawaiʻi
💨 80–90+ mph wind gusts damaged Kauaʻi
🌧️ Over 17 inches recorded at high elevations; up to 24 inches forecast
🔌 33,000 of 36,000 utility members lost power
Plans are written for the storm that hits
The damage comes from the one that misses
🛡️ Resilience360 scores exposure by track and distance, not by landfall
Determine → Plan → Act → Scale
📩 [email protected]
@SheSapien @sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari @HIElectricLight @HawaiianTel
Sundeep Reddy Mallu retweeted
🎙️ Introducing The Built | Humans of Resilience
A new series from Resilience AI
Every structure carries a decision
Someone chose what it could survive
Or chose not to decide at all
#Episode01
Dr. Krishna Vatsa @ndmaindia in conversation with Samhita R (@SheSapien), Founding CEO, Resilience AI
One #question runs through the whole hour "Do we build resilience before the shock or pay for it after the damage?"
Full episode drops; #Watch out for it
🗓️ 14 September 2026
🕗 8:45 PM IST
@sundeeprm @OmkarOniel
@GoogleforStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
#TheBuilt #HumansOfResilience #DisasterResilience #DRR
Sundeep Reddy Mallu retweeted
Your board approved the budget, but after the flood.
That is how most organisations manage natural event risk today
#React. #Repair. #Report. #Repeat
#Resilience360 Forge changes that sequence
Three days. Four hours. 100% virtual. October 9th
You will build a business case before the event
Not an incident report after it
10 #seats. This is a paid professional programme
Joint certification @ABBS Bangalore School of Management + Resilience AI.
The budget always exists after damage
The question is whether it existed before
@SheSapien @sundeeprm @OmkarOniel @GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
Register here: shorturl.at/1mQsN
Sundeep Reddy Mallu retweeted
📌 @TOI Social Impact Summit 2026
- Relief money is counted after the damage
- Resilience money is counted before it
That shift was the whole conversation
Samhita R (@SheSapien), Founding CEO of Resilience AI, shared the stage with Sudarshan S, @ril_foundation
Three things the room agreed on
1️⃣ India is moving from response and relief to mitigation and resilience
2️⃣ Communities closest to the risk have to own the plan, not receive it
3️⃣ A district level warning does not tell a ward what to fix
The part that landed hardest was the speed question
What changes when a hyperlocal risk read takes 30 min instead of 3 months
- It changes who gets to decide
- And it changes what gets funded
@sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
Sundeep Reddy Mallu retweeted
The angle no one is talking about. 👇
Your insurer already knows your risk.
They priced it into your premium - you just have not seen the number yet.
Every facility you operate sits inside a risk score:
🌊 Flood
☀️ Heat
🌋 Earthquake
🌪️ Cyclone
That score is being used against you in underwriting rooms right now
You are the only one in the room who does not have it
Resilience360 Forge gives you that intelligence
⏳ Timeline: 3 days | 4 hours total
💻 Format: 100% virtual
By joining this cohort, you will:
🎯 Read the same risk outputs your insurer reads.
💰 Put a rupee value on the cost of inaction.
🤖 Run a live simulation on Resilience360 XP.
📋 Leave with a business case your CFO and board can act on.
This is a premium, paid professional programme:
👥 Capacity: Restricted to 10 seats
📅 Date: October 9th
🚫 Not a webinar. Not a free session.
This is a joint certification from ABBS School of Management + Resilience AI that signals you made the decision to act when most leaders were still asking if climate risk mattered
The insurer has already done this analysis for your facility.
The question is: have you?
👇 Registration link in the comments below.
@SheSapien @sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
Sundeep Reddy Mallu retweeted
Your P&L has a blind spot; Climate risk is hitting it every quarter You just cannot see it yet
The Data:
• 255 of 274 days in 2024 had extreme weather
• 4.5% of India's GDP is at risk by 2030
• $560B yearly losses projected for listed companies by 2035 Your supply chain.
Your EBITDA. Exposed
The Regulation: By 2027, 1,000 companies must comply with BRSR Core
That deadline is 18 months away
Resilience360 Forge XP gets you ready
The Format:
• 3 days. 4 hours. 100% virtual
• Starting 9th October 2026
• Real risk outputs for your sector
• Cost of inaction based on your numbers
The Cohort:
• 10 seats only
• Certification: Certificate from ABBSSM + Resilience AI
Leaders who understand climate risk make the capital decisions.
Those who don't explain the losses. Which side of that table are you on?
👇 Registration link in comments
@SheSapien @sundeeprm @OmkarOniel @GoogleStartups @launchCH @KPMG
@Halcyon @startupindia @JavaCapital @Kalaari
🤖 Made with AI
Sundeep Reddy Mallu retweeted
Nepal, Rasuwa | Three days later, one question
A glacier does not collapse overnight
Warning signs build for years, not hours
- The Trishuli rose 9 metres in 30 minutes
- That speed was new; the risk was not
Resilience360 reads glacial lakes as slow risk
- Not sudden weather
- This is what the system would flag
- Before the lake breaks
- Not after
Resilience360 maps that chain before the outage does faster & better
AI ML scientific evidence based single-window decision platform
🗂️ Plan to fund ➕ action by loss value
✅ Pulse of real-time operation disruption
💽 Customized analytics + compliance proof
🚀 Dynamic multi-location risk register and controls
📈 Scale into emergency response, risk reduction, adaptation
🔁 Decision loop Determine → Plan → Act → Scale
📩 [email protected]
Stay tuned to Saturday Retrospect
listen to #humansofresilience
their perspective of Resilience
#NaturalEvents #ExtremeWeatherEvent
@SafiAhsanRizvi @SheSapien @sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
Sundeep Reddy Mallu retweeted
🏢 2,749 structures in Begur
🏡 1,993 in HSR Layout
🏙️ 1,854 in Vishwamanava Kuvempu
🌍 3 wards. 3 very different climate realities
📊 The research shows why city-wide averages fail at the street level.
Sundeep Reddy Mallu retweeted
PhD scholars who study cities asked us one question
Not how does the AI work
Not what is the accuracy
❓ They asked: who is responsible when the model misses?
That is the right question
🏫 At the School of Planning and Architecture Bhopal last week, Payal P
spent two days with spatial planning researchers and postgraduate students. The workshop was on AI theory and practice in planning and DRR
We showed them Resilience360 live
They pushed back. On assumptions. On data gaps. On who defines risk
Exactly what we need from the next generation of planners
⚖️ Climate intelligence is only as good as the people who question it
Thank you Prof. RAMA Umesh PANDEY and School of Planning and Architecture, Bhopal for the invitation, @UNICEF for making this possible.
This is where it starts. Not in boardrooms. In classrooms.
@SheSapien @sundeeprm @OmkarOniel
@GoogleStartups @launchCH @KPMG @Halcyon
@startupindia @JavaCapital @Kalaari
Sundeep Reddy Mallu retweeted
🧊 A cooling failure is never just a cooling failure
Last week, a Phoenix data center lost cooling
Namecheap's hosting, DNS, email, and support went down with it
15 hours to restore. 5,000+ servers affected
The real question isn't why cooling failed
It's why nothing caught it before it cascaded
As quoted by RoopaSatish #humansofresilience #TheBuilt "It is critically important to assess the impact of extreme climate events on our assets, our business, our buildings"
⚡ Did power instability strike first
🌡️ Was rising heat flagged and escalated in time
🔁 Could DNS and workloads have failed over faster
🧭 Did the plan cover the full chain, not just the chiller
Infrastructure rarely fails alone
- Weather hits power
- Power hits cooling
- Cooling hits hardware
One local shutdown takes thousands of businesses offline with it
Resilience can't live in an ESG report or a regional risk map
- It has to be asset-level
- Dependency-aware
- Built before the threshold is crossed
Resilience360™️ maps that chain before the outage does
Faster, Better, Affordable hashtag
#AI ML based structure-level multi-hazard exposure
🗂️ Plan to fund ➕ action by loss value
✅ Pulse on real-time multi-location damage signals
💽 Customized analytics + proof of execution
📈 Scale into lifecycle emergency, risk reduction, adaptation
🔁 Decision loop Determine → Plan → Act → Scale
🚀 Dynamic disaster management is smarter, faster, accessible
📩 [email protected]
@NamecheapCEO @Namecheap @SheSapien @sundeeprm @OmkarOniel
Stay tuned every Saturday to hear #HumansofResilience share their perspective of #Resilience and #ExtreamClimateEvents
Source: techradar.com/pro/we-failed-…
Sundeep Reddy Mallu retweeted
⏱️ Sustainability took 40 years to earn a legal and business identity
📉 Disaster management never got that runway
⚖️ 1992 gave emissions a global legal identity
💼 2010 gave it a business one
🌱 Net zero and ESG moved on a slow, funded, voluntary-to-mandatory path
🚨 Climate adaptation skipped that path entirely
📅 Laws have existed since 2008, but no voluntary phase came first
❓ No shared definition exists
🎯 No targets are set
🏛️ Municipalities absorb the cost alone, every time
🛡️ We coined NetSafe™️ in 2025
because this gap has a shelf life we don't control
Read this post from @SheSapien for detailed perspective linkedin.com/posts/samhitar_…
@sundeeprm @OmkarOniel @SujataSaunik
@Kalaari @JavaCapital @GoogleStartups @UN
Sundeep Reddy Mallu retweeted
🏡 A house that teaches | 60 students | One weekend
🌍 60 students from across the world
Walked through architecture, climate, infrastructure, technology, and everyday living under one roof
🤝 This is what 360PlusLeadership Collective does
Grateful to Sridar Iyengar and Vani Kola for making spaces like this possible.
📚 Turns learning into contact, not just content
🔓 Builds real access for young people, not just information about it
🧠 Nurtures curiosity as the core infrastructure for the future we keep talking about.
Resilience at every step
@SheSapien @sundeeprm @OmkarOniel @ssaunik
@Kalaari @JavaCapital @GoogleStartups



























