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Behtar Tech

Lokal

Lokal Engineering

Building the internet for Bharat — one product at a time.

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Who we are

Lokal is a multi-product platform built for Tier 2 and Tier 3 India — the next billion users coming online for the first time. We build products across jobs, astrology, education, English learning, mental wellness, and matrimony, serving users in their own language, on their own terms.

Our engineering team works at the intersection of scale and simplicity: building systems robust enough to handle millions of users while remaining accessible to people with low-end devices and patchy connectivity.


What we build

Product Description
🏢 Lokal Jobs / Sahi Jobs Hyperlocal job discovery for blue-collar India
🧘 Eaze Mental wellness platform with psychologists, therapists, and trained listeners
AstroLokal Astrology and spiritual content platform
📺 GyanTV Regional edutainment — 1000+ short videos in Telugu, Tamil, and Kannada
🗣️ Sahi English AI-powered English learning for job seekers
💍 Matrimony Community-first matrimonial platform
🌾 AgriLokal Verified agronomists for farmers, on demand
💬 Dostt Peer support and meaningful conversations in your own language

Our stack

We're a Python/Django backend shop running on AWS EKS (Kubernetes), with native and React Native mobile clients. A few things we work with day-to-day:

  • Backend: Django, Celery, Django Channels, PostgreSQL, Redis, ScyllaDB, ClickHouse, Redpanda
  • Infrastructure: Kubernetes (EKS), Helm, ArgoCD, KEDA
  • AI/ML: Custom LLM pipelines, fine-tuned models on our own data, live AI bots
  • Mobile: Android (CMP), Android/iOS (React Native) — optimised for low-end devices and 2G/3G networks
  • CI/CD: GitHub Actions, Amazon ECR, Devtron, Jenkins

Engineering philosophy

Frugality with high performance. We default to open source and build in-house before reaching for a managed service or external tool. Every rupee saved on infrastructure is a rupee we can invest in the product. We believe that with the right engineering, you don't have to choose between cost and performance.

Simple over clever. We build for a user who may be opening an app for the first time. Every millisecond, every byte, every tap matters more at our scale and audience than it does anywhere else.

Ship, learn, iterate. We move fast — from prototype to production Kubernetes deployments — but we instrument everything so we know what's working.

Bharat-first thinking. Designing for Tier 2/3 India means designing for low memory, low bandwidth, and high trust requirements. We treat these as core engineering constraints, not afterthoughts.


Engineering blog

We write about what we actually build — Django ORM optimizations, evaluating and adopting new databases, data engineering, Kubernetes deployments, AI pipelines, and the messy reality of scaling for new-to-internet users.

📖 Read our engineering blog on Medium →


Open source & in-house first

Most of our core product code is private, but we lean heavily on open source tooling and build solutions in-house wherever we can. We believe in giving back to the ecosystem that helps us move fast.


Join us

We're a small, high-output team that cares deeply about the problem we're solving. If building for the next billion internet users excites you, we'd love to talk.

🌐 lokalapps.com · 📩 Reach out via our website or LinkedIn


Built with ❤️ for a Behtar Bharat

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