Independent thinking. Practical engineering.

Ideas into
working
products.

We design, build and support software that solves real business problems. From the first technical decision to the systems your team uses every day.

See what we build
Irrational Technologies Pvt Ltd · Pune, India
Product engineeringApplied AITechnical consulting
What we do

From a hard question
to a useful system.

A new product, an AI workflow or an existing platform that needs care. We start with what the business needs and choose the technology to fit.

01

Build the product

Web and mobile applications, business workflows and system integrations. Software built around the people who use it.

Product design · Application development · APIs
02

Put AI to work

Document processing, knowledge search, voice agents and prediction models. We test for accuracy, speed and cost, with checks and human review where needed.

Document AI · Knowledge systems · Voice & speech
03

Keep it running

Architecture reviews, production fixes and release support. We help teams understand existing systems and make changes with care.

Technical consulting · Modernisation · Product support
Sectors & use cases

Real problems.
Practical work.

Experience Abhishek brings from enterprise roles, consulting and product delivery.
Select a sector to see the work.

01Banking & fintechMake document checks traceable.

AI workflows for customer onboarding and compliance review: classify documents, extract data, check consistency and evaluate policy rules. Confidence scores, audit trails and human review help teams handle exceptions and check the basis for each recommendation.

KYC / Document intelligence / Compliance workflows
02Retail & e-commerceConnect orders, support and field teams.

Order-based support systems, event processing and dashboards for service quality and customer feedback. Field work includes connecting vending-machine stock data to an existing back end, with a mobile app for refill teams.

Customer support / Inventory visibility / Field apps
03Hiring & HR technologyGive recruiters structured information.

Resume parsing and applicant-tracking workflows that organise skills, experience and education across different formats. Voice screening adds job-specific questions and recorded responses, with feedback for recruiters to review.

Resume parsing / Applicant tracking / Voice screening
04IoT & connected productsTurn sensor data into useful action.

Machine-learning models that use sensor data to detect sleep patterns and control a connected device. Related product work covers companion apps with live video, audio and alerts, plus websites connected to existing commerce tools.

Sensor-based ML / Device control / Companion apps
05Travel & bookingsMake planning and booking work together.

Travel recommendations that turn a few inputs into an itinerary, with user edits feeding back into future suggestions. Booking platforms connect activity suppliers, vendor tools, partner APIs and payments in one flow.

Recommendation engines / Booking systems / Partner integration
06Enterprise software & SaaSMake company knowledge easier to use.

Document-grounded assistants that search an organisation’s own knowledge, including locally hosted deployments. Architecture reviews, proofs of concept and production delivery help teams choose a workable approach and support it after release.

Knowledge search / Private deployments / Technical advisory
How we work

We take ownership.
From why to what’s next.

You get technical judgement as well as delivery. We question the brief, explain the trade-offs and stay involved through release and support.

  1. 01

    Agree on the problem.

    Understand the users, constraints and result you need. Set a clear scope and responsibility.

  2. 02

    Build. Check. Show progress.

    Work in small steps. Review working software, surface risks early and adjust with evidence.

  3. 03

    Leave the team in control.

    You keep the code, access and working notes. Your team can run the system and continue the work.

A direct working relationship

Small enough to stay close.
Experienced enough to own it.

Work with us for independent consulting, hands-on architecture or an agreed part of product delivery. We can guide your engineers or take responsibility for a defined outcome.

Discovery & architecture · Working prototypes · Production delivery · Team mentoring

Abhishek Sawade

Senior Solution Architect & AI/ML Engineer

I bring over 12+ years of hands-on experience, from enterprise back ends and recommendation engines to machine learning, document AI and voice systems.

I work with business leaders and engineers to define the problem, test the approach and take it into production. My role includes technical discovery, architecture, delivery planning and mentoring the team.

English · Hindi · Marathi
Let’s talk

What are you
trying to solve?

A new product, an existing system or a technical decision.
Tell us where you need help.

Email Abhishek
Find us
301, Jubilate, Pancard Club Road
Baner, Pune, India – 411045