Thanks a lot to everyone who made it to ep3 of mitramandal.ai in Bengaluru on Saturday. From the talks to the questions in the room to the hallway conversations, you brought exactly the kind of “show your workflow, not just your slides” energy we hoped for. We’re going to share recordings, notes, and next-episode details soon - until then, thanks for spending your Saturday morning with the BLR AI builder community.
One2N
Software Development
One2N is an AI-enabled software solutions company focusing on product, data and reliability engineering.
About us
One2N is a niche software services company specialising in building AI enabled software solutions in product, data and reliability engineering. We work across industries - Fintech, B2B SaaS, Cybersecurity, Compliance, Healthtech etc., to unlock the next phase of growth for our customers. We've worked with portfolios of YC, Accel, Sequoia, Lightspeed etc., along with large enterprises in the US, India, SEA, UK and MENA regions. We specialise in the following services: - AI-enabled SDLC - Site Reliability Engineering - Cloud Infrastructure and Automation (DevOps) - Data Engineering - Product Engineering and Scaling Some of our interesting work includes: - Migrating workloads from VMs to Kubernetes for a B2C company with 10 million users with zero downtime - Building an end-to-end B2B SaaS platform for a cybersecurity SaaS company to run 100+ millons daily vulnerability scans across their tenants - Implementing AI-assisted software delivery for a $300M ARR B2B SaaS company supporting millions of users across their tenants - AutoScaling eKYC Machine Learning workloads to support 1 million+ KYCs a day - Modernising an enterprise's legacy CI/CD stack with vendor lock-in to cloud native stack in just 3 months, achieving fully-automated deployments - Building Pull Request Based Ephemeral Preview Environments on Kubernetes - Saving more than 42% in AWS costs in 2 months for a series A startup - Building a management and observability plane for multi-cluster Kubernetes setup - Migrating all services for a pre-series A company from Heroku to AWS - Designing homogenous monitoring solutions across cloud and on-premise DCs - Building a data pipeline to ingest, manage and process 50 million events per day - Migrating 1.3TB of Primary Data from Self-Hosted MySQL to GCP CloudSQL Check out some of our links: - One2N Playbook - https://one2n.io/playbook - One2N Case Studies - https://one2n.io/case-studies - One2N Blog - https://one2n.io/blog
- Website
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https://one2n.io
External link for One2N
- Industry
- Software Development
- Company size
- 51-200 employees
- Headquarters
- Pune
- Type
- Privately Held
- Founded
- 2019
- Specialties
- CTO as a service, Refactoring as a Service, Reliability Engineering, Data Engineering, Software Architecture, Cloud Native, Application Performance Engineering, and AI-enabled SDLC
Locations
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Primary
Get directions
Pune, IN
Employees at One2N
Updates
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One2N reposted this
ep3 of mitramandal.ai is just around the corner, and we’re excited to reveal the speaker lineup. Arjun Mahishi, Jaideep Khandelwal, Jeevan D C, Saurabh Hirani, Tushar Choudhari, and Srijan S. have all been poking at AI in their own stacks, breaking things, fixing them, and keeping what’s actually useful. If you’re walking into ClayWorks Create on 11 April, these are the folks you’ll be jamming with, followed by a networking session with the rest of the BLR AI community.
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ep3 of mitramandal.ai is just around the corner, and we’re excited to reveal the speaker lineup. Arjun Mahishi, Jaideep Khandelwal, Jeevan D C, Saurabh Hirani, Tushar Choudhari, and Srijan S. have all been poking at AI in their own stacks, breaking things, fixing them, and keeping what’s actually useful. If you’re walking into ClayWorks Create on 11 April, these are the folks you’ll be jamming with, followed by a networking session with the rest of the BLR AI community.
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mitramandal.ai is heading to Bengaluru for Episode 3. The first two editions brought together engineers shipping AI into production; now we’re doing the same with the BLR community with folks from DailyRounds / Marrow. Join us on April 11, at Clayworks Create. Luma: https://luma.com/hi0qv0r1
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One2N reposted this
3 meetups across 2 cities! One2N was all-in on the community circuit last week. Across Pune and Bengaluru, our team shared insights and led discussions on the future of infrastructure. Kshitish Deshpande and Harshwardhan Mehrotra delivered technical deep dives at FOSS United and CNCF Kubernetes Pune. While Saurabh Hirani represented One2N as one of the panelists for the SRE Bengaluru meetup. For those looking to build alongside a team deeply rooted in these conversations, our doors are open. Apply here - https://lnkd.in/dsy9i9qS #One2N #SRE #Kubernetes #FOSS #CloudNative #EngineeringCulture
One2N was everywhere this Saturday! 🗓️ 3 speakers. 3 events. 1 day. 💪 🔹 Saurabh Hirani on a panel at the Bangalore SRE Meetup 🔹 Harshwardhan sharing insights at Kubernetes Pune 🔹 Kshitish speaking at Pune FOSS Proud to have our folks out in the community, building, sharing & growing together 🙌 #SREMeetup #KubernetesPune #PuneFOSS #CloudNative #CommunityFirst #One2N
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One2N was everywhere this Saturday! 🗓️ 3 speakers. 3 events. 1 day. 💪 🔹 Saurabh Hirani on a panel at the Bangalore SRE Meetup 🔹 Harshwardhan sharing insights at Kubernetes Pune 🔹 Kshitish speaking at Pune FOSS Proud to have our folks out in the community, building, sharing & growing together 🙌 #SREMeetup #KubernetesPune #PuneFOSS #CloudNative #CommunityFirst #One2N
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We’re thrilled to share that the #60 Kubernetes Pune Meetup - March 2026 edition is happening at the One2N office in Aundh, Pune. On March 28, 10:30 AM - 12:30 PM, the community will dive into: “Scaling Kubernetes Workloads for Hybrid Cloud Environments” with Harshwardhan Mehrotra (SRE, One2N) “Mastering Observability Using SigNoz” with Rohit Marathe Big shoutout to the organizers Bhavin Gandhi, Sajeesh Nair, and Vishal Anarase for keeping the Kubernetes Pune community thriving. 📍 One2N, 2nd Floor, Rachana Ventura, ITI Road, Aundh, Pune 411067 🔗 RSVP here: https://lnkd.in/d3bP3q6G
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Most engineering teams don't realize they've been doing platform engineering all along, they just didn't have a word for it. In the latest One2N Bits, Srivatsa and Jaideep break down platform engineering from a strategy lens: → When do you actually need a platform team? → What are the non-negotiables regardless of org size? → Hub-and-spoke vs embedded: which model works? → The "specialist trap" most growing teams fall into Whether you're a 10-person startup or scaling past 200 engineers, this one's worth a watch. 🔗 Link in comments #PlatformEngineering #SRE #EngineeringLeadership #One2NBits
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Batching your I/O is one of the most reliable pieces of advice in system architecture. But when you don't understand what's happening under the hood, you might end up causing more harm than good. This is one of those "we broke it, then fixed it" stories. We enabled Spring Kafka batch listeners chasing performance gains -- and walked away with a system that was more fragile than before. Digging into Kafka's internals to understand why led to a much better fix. Mahesh Aravind V breaks it all down: https://lnkd.in/dYdxUb9j #Kafka #SpringKafka #DistributedSystems #BackendEngineering
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From fully managed to fully in control. We recently helped a B2B fintech (handling 50–70M USD in daily transactions) migrate from an AWS-native analytics stack (DMS, Glue, S3, Athena) to a self-hosted ClickHouse-based platform and cut their analytics bill by ~70%. In numbers: - 13K → 4K USD/month analytics spend (~108K USD/year saved) - 81% reduction in database size with smart compression and indexing - P95 query latency of 4.2s, on par with Athena What changed: - ClickHouse on Graviton-based EC2 for high-performance OLAP - PeerDB (YC S23) for low-cost CDC from PostgreSQL - Prefect + dbt Labs for reliable, testable transformations - Apache Superset for flexible BI without per-query charges For teams hitting the ceiling of “fully managed” services, a well-designed, open-source data stack can be a huge unlock for both performance and cost. 👉 Full case study: https://lnkd.in/d5_XVgqC
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