01 Work 02 AI Research 03 Services 04 Clients Start a Project →
SYSTEMS ONLINE
EST. 2026 Dhaka / Bangladesh v26.01
AVANE — Advanced Vision, Analytics & Novel Engineering

WE BUILD Intelligence. INTO PRODUCTS.

AI engineering, computer vision and digital products built for real-world environments — not demos, not slides, working software that ships.

START A PROJECT → EXPLORE OUR WORK ↓
21.FPS EDGE AI
100% OFFLINE READY
06 SHIPPED PRODUCTS
AVANE LABS · IN MOTION
SCROLL
SELECTED WORK / CLIENTS
01 BIPONX
02 ZENVIRA
03 GHOROA BHOJ
04 THE HOUSE
01 — WHAT WE BUILD

Systems,
not websites.

Four disciplines. One lab.
Engineered to ship and built to last.
01 / 04

AI & Computer Visionreal-time perception.

Real-time vision systems, detection, tracking, activity recognition and edge AI that runs on commodity hardware.

YOLOv5 ONNX OpenCV
02 / 04

Local & Offline AIprivate by design.

Private AI software that runs locally without depending on cloud APIs. Your data stays on your machine.

GGUF llama.cpp Tauri
03 / 04

Digital Productsbuilt for users.

Web platforms, PWAs and SaaS products engineered for real users. Performance and craft, not templates.

Next.js React Prisma
04 / 04

Intelligent Automationwork that disappears.

AI-powered workflows that remove repetitive operational work. Quiet infrastructure that compounds over time.

FastAPI Rust SQLite
02 — SELECTED WORK

Case studies,
not screenshots.

Production software we've designed, engineered and shipped.
01 Offline AI / Commerce 2025

BIPONX
— OFFLINE
INTELLIGENCE.

OFFLINE AI COMMERCE SYSTEM

A complete commerce platform that runs an entire retail operation on a single Windows machine — including a local LLM, inventory, billing and a desktop POS — with zero cloud dependency.

Local LLMINFERENCE
CPU OnlyHARDWARE
WindowsPLATFORM
8 GB RAMMINIMUM
DESKTOP / AI BiponX offline AI commerce platform — classic interface
02 Consumer / Wellness 2025

ZENVIRA
— CALM,
DESIGNED.

MINDFUL CONSUMER APPLICATION

A premium wellness application focused on slow living, ritual and rest. Architected for offline-first use, gentle motion, and considered micro-interactions across iOS, Android and web.

PWAFORMAT
React NativeMOBILE
Edge CachedCDN
iOS / AndroidSUPPORT
VISIT LIVE SITE ↗
MOBILE / WEB ↗ Zenvira wellness application
03 Marketplace / Local 2025

GHOROA BHOJ
— A
MARKETPLACE.

HYPERLOCAL FOOD NETWORK

A two-sided marketplace connecting neighbourhood kitchens with hungry people nearby. We designed the full experience — discovery, ordering, fulfilment — with a strong editorial UI.

Next.jsWEB
PostgreSQLDATABASE
MapboxGEOSPATIAL
StripePAYMENTS
VISIT LIVE SITE ↗
MARKETPLACE ↗ Ghoroa Bhoj marketplace platform
04 Real Estate / Editorial 2026

THE HOUSE
— SPACES
FOR PEOPLE.

PROPERTY PLATFORM & SHOWCASE

A premium real-estate experience that treats listings like editorial content. Considered typography, generous space, and a presentation system designed to make properties feel curated, not listed.

AstroFRAMEWORK
CloudinaryIMAGES
EditorialUI SYSTEM
SEO FirstARCHITECTURE
VISIT LIVE SITE ↗
EDITORIAL / WEB ↗ The House properties platform
AVANE LABS RESEARCH / 001

MAKING AI
smaller. Faster.

We benchmark and optimise vision models to run on real hardware. Our YOLOv5 NANO-LITE variant achieves measurable throughput gains over baseline architectures on entry-level CPUs — without sacrificing accuracy.

21FPS
EDGE AI / NANO-LITE
16FPS
BASELINE
+31%
PERFORMANCE
8GB
MIN. RAM
READ RESEARCH →
BENCHMARK / CPU INFERENCE LIVE
YOLOv5 NANO-LITE
21 FPS
YOLOv5s (baseline)
16 FPS
YOLOv5n
13 FPS
YOLOv8n
11 FPS
AVANE LABS RESEARCH · YOLOV5 NANO-LITE 21 FPS · +31%
YOLOv5 Nano-Lite (Optimized) Active Inference

Streamlined neural graph pruned for real-time edge hardware. Smooth 21 FPS video-stream processing with bounding-box stability and high temporal precision.

BENCHMARK · NANO BASELINE 16 FPS
YOLOv5 Nano (Parent Baseline) Standard Weights

Unmodified baseline Nano model on the same Human Activity Recognition benchmark, providing the accuracy target for our lightweight pruning.

03 — CAPABILITIES

Outcomes,
then stack.

We lead with what your business needs. The tools come second.

AI That Runs Where You Need It

From a 8GB laptop to industrial edge GPUs, we deploy models that fit the hardware you actually have — not the hardware a vendor wants you to buy.

YOLOv5ONNXTensorRTllama.cpp

Software That Scales With You

Web platforms and PWAs engineered to grow with your business — from a single product to a hundred thousand daily users, without rewrites.

Next.jsReactPrismaPostgreSQL

Automation That Removes Work

Quiet infrastructure that handles the boring 80% — invoicing, reporting, ingestion, triage — so your team spends time on what actually matters.

FastAPICronWorkersn8n

Interfaces People Want to Use

Considered UI, restrained motion and craft. Not templates, not "vibes" — interfaces engineered for clarity and built to feel quiet and expensive.

FigmaTypeScriptFramer MotionGSAP
04 — HOW WE WORK

Six steps.
No surprises.

A precise, repeatable process refined across every shipped project.
01

DISCOVER

Understand the problem, the constraints and the user. We don't write a line of code until we know what we're solving.

02

DESIGN

Turn requirements into a system. Interfaces, architecture, data — every decision is made before we touch a keyboard.

03

ENGINEER

Build the product and the intelligence inside it. Tight feedback loops, weekly demos, no black boxes.

04

VALIDATE

Test against real-world conditions. Edge cases, dirty data, low-spec hardware, unhappy paths.

05

DEPLOY

Ship it into production. We handle the boring infrastructure so you don't have to learn it the hard way.

06

EVOLVE

Improve it continuously. Software is never finished — we treat each release as the beginning of the next.

05 — CLIENT STORIES

Trusted to
build seriously.

What founders say after working with the lab.
"
Honestly? We hired AVANE Labs to build a product. What we got was a technical team that cared whether the business actually worked. They shipped our latest digital products and services, then went hunting for performance gaps we'd stopped noticing. Response times came down, costs came down, and we've grown without re-architecting a thing.
Ariyan Biswas
Ariyan Biswas FOUNDER · HAVESTACK TECHNOLOGIES
"
Zenvira has a lot of moving parts, and most teams wanted to simplify it before they understood it. The AVANE Labs IT team did the opposite — they sat with us, unpicked every stage, and worked through it one piece at a time. Nothing was rushed. Nothing was glossed over. That kind of patience is rare.
Syed Wassi Ul Haque
Syed Wassi Ul Haque FOUNDER · ZENVIRA
"
The AVANE Labs technical team built our website and the system underneath it from the ground up. Their support team has run it ever since. I don't think about it — and for a founder, that's the highest praise I can give. When something needs doing, it's already handled.
Kazi Shafee
Kazi Shafee FOUNDER · THE HOUSE
● OPEN FOR SELECTED PROJECTS / Q1 — Q2 2026

HAVE SOMETHING
worth building?

We take on a small number of projects each quarter. If you're building something technically ambitious, we'd like to hear about it.

START A CONVERSATION → avanelabs@gmail.com