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AI & Intelligent Systems
Agentic AI Systems
Autonomous workflows across your stack.
Enterprise AI Copilots
Domain assistants on your data.
AI Workflow Automation
Replace operational overhead.
RAG & Knowledge Systems
AI search across your corpus.
Computer Vision
Quality, safety, surveillance AI.
Software & Infrastructure
AI Infrastructure & GPU
Private clusters, inference, on-prem.
Enterprise Software
Custom platforms, dashboards.
ERP & Operations
ERPNext, Odoo, custom ERP.
Cybersecurity
Zero-trust, AI security audits.
Data Platforms
Lakehouses, ETL, analytics.
Frontier Engineering
Robotics
Industrial & autonomous systems.
SpaceTech
Ground systems, telemetry, mission ops.
Hybrid Education
AI-native learning platforms.
Autonomous Vehicles
Perception, planning, fleet AI.
Plant Automation
MES, SCADA, industrial AI.
Featured
The Readiness Assessment

A 5-day engagement that maps your data, surfaces high-ROI AI candidates, and recommends a pilot — fixed price.

Read the brief
Regulated
Banking & Finance
Risk, ops, KYC, treasury.
Healthcare
Clinical AI, RCM, patient ops.
Government & Defense
Sovereign AI, secure deployments.
Education
Hybrid learning, content ops.
Operations
Manufacturing
Predictive ops, supply chain AI.
Retail & E-commerce
Personalization, inventory.
Logistics
Route, fleet, warehouse AI.
Construction
Plant intelligence, BIM AI.
Emerging
Energy & Utilities
Forecasting, grid intelligence.
Mobility
AVs, fleet, urban systems.
SpaceTech
Ground systems, mission ops.
Professional Services
Knowledge AI, drafting, ops.
Case study
Tier-1 bank cuts reconciliation 92%

Agentic reconciliation across 14 source systems — six-week pilot, full rollout in one quarter.

Read the case
Strategy & Engineering
AI Transformation Consulting
Strategy → roadmap → implementation.
Custom AI Engineering
Bespoke models, fine-tuning, evals.
MLOps & Evaluation
Production observability + safety.
Run & Operate
Managed Cloud & Infra
24/7 ops, SLAs, cost optimization.
Security & Compliance
SOC 2, ISO 27001, audits.
Embedded AI Teams
Senior engineers, embedded with yours.
Venture & R&D
Venture Studio
Build/spin-out AI ventures.
Applied Research
Partnerships with research labs.
Readiness Assessment
5-day fixed-price discovery.
New
Private AI on dedicated GPUs

Frontier-class models on isolated infrastructure — your data never leaves the perimeter.

Explore the stack
Read
Case Studies
Production deployments at scale.
Engineering Writing
Field notes from the team.
Whitepapers
Long-form on AI, infra, ERP.
Build
Open Source
Eval harnesses + utilities.
Reference Architectures
Battle-tested blueprints.
Documentation
Implementation guides.
Trust
Trust Center
Security & compliance posture.
System Status
Live SLA & incident history.
Latest
Field notes: agentic eval at production scale

How we ship and operate eval harnesses for systems running ten-million-plus actions a month.

Read the write-up
Who we are
About Deneural
India's 1st IIT-IIM AI venture studio.
Founder & Director
Rohit Wakode · IIT Bombay · GLC Mumbai.
Vision & Mission
What we're building toward.
Engineering Philosophy
Systems thinking, deeply applied.
People & ventures
Careers
Senior engineers only.
Ventures Portfolio
4 unicorns. $500M+ follow-on.
Press & Media
Coverage, kits, statements.
Contact
Talk to engineering directly.
Founder
Rohit Wakode — Founder & Director

B.Tech IIT Bombay · LLB GLC Mumbai. Building intelligent enterprise systems in India since 2014.

Read the profile
Careers · Senior-only

If you have shipped at scale — we want to talk.

Deneural is a senior-only engineering company. Every project is owned by an engineer who has shipped to production at scale. We do not run a graduate ladder, and we do not do staff augmentation.

01 — Open roles

Current openings.

/ Engineering

Principal AI Engineer

Lead production-grade agentic systems. 12+ years. Mumbai / Bengaluru / remote.

/ Engineering

Senior Infrastructure Engineer

Operate private GPU clusters. 8+ years SRE / platform. Mumbai, India.

/ Engineering

Robotics Software Lead

Perception, planning, control. ROS 2. Industrial cobots experience required.

/ Engineering

Senior ERP Architect

ERPNext / Odoo / custom. Manufacturing or finance depth required.

/ Engineering

SpaceTech Software Engineer

Mission-control software, telemetry pipelines. Prior aerospace exposure preferred.

/ Design

Senior Product Designer

Enterprise systems, dashboards, AI surfaces. 8+ years in B2B / industrial.

/ Operations

Chief of Staff

Operate alongside the founder. Strong analytical and writing skills required.

/ Partnerships

Director of Partnerships

Enterprise relationships in BFSI, manufacturing, healthcare. Mumbai, India.

/ Research

Applied Research Lead

Lead Deneural's applied-research partnerships with leading Indian institutions.

02 — How we hire

Four conversations. No tricks.

/ 01

Conversation, not screening

30 minutes with a senior engineer. We listen to your work. You ask anything.

/ 02

Take-home or portfolio review

One paid take-home or deep dive on something you have shipped.

/ 03

Technical deep-dive

Two hours with the team you would join. Architecture and code review.

/ 04

Founder conversation

One hour with Rohit. Vision, expectations, fit.

Apply directly.

No formal application. Send a paragraph about what you have built and what you want to build next.

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