Vishleshak Technologies

Engineering services

Build, modernize, and operate software with confidence

We work with teams facing meaningful architecture, delivery, data, cloud, and AI challenges—often in systems that must keep running while they evolve.

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Dedicated service

Enterprise Software Development

Design and build dependable enterprise applications, APIs, integration layers, and platforms aligned with real operational constraints.

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Dedicated service

AI Application Development

Build production AI applications around defined workflows, reliable evaluation, controlled data access, and measurable usefulness.

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Dedicated service

Legacy Application Modernization

Modernize critical software without unnecessary operational risk through assessment, stabilization, refactoring, re-platforming, and incremental replacement.

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Dedicated service

Data Platform Engineering

Create reliable ingestion, migration, transformation, search, and governance foundations for operational and analytical data.

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Dedicated service

Cloud Architecture on AWS

Design and improve AWS environments for reliable deployment, observability, security, scalability, and maintainable operations.

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Dedicated service

Technology Consulting

Independent technical direction for architecture choices, modernization plans, product feasibility, due diligence, and delivery risk.

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Service 01

Enterprise Software Engineering

Secure, scalable enterprise applications, APIs, distributed systems, and cloud-native platforms.

What we help with

  • Java
  • Spring Boot
  • REST APIs
  • Microservices
  • PostgreSQL
  • System architecture
  • Legacy modernization

Typical technologies

Java, Spring Boot, PostgreSQL, REST APIs, AWS, Docker

When this service is useful

When an important platform must be built, untangled, integrated, or prepared for sustained growth.

Typical engagement examples

  • Modernizing a business-critical Java estate
  • Designing APIs and integration layers
  • Improving reliability and performance

Expected engagement outputs

  • Architecture assessment
  • Technical roadmap
  • Production implementation
  • Modernization plan

Suitable client profile

Enterprises and product teams responsible for long-lived software systems.

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Service 02

AI Engineering

Practical AI for search, automation, content understanding, document processing, knowledge retrieval, and intelligent workflows.

What we help with

  • Generative AI integration
  • RAG
  • LLM applications
  • AI agents
  • NLP
  • OCR
  • Model evaluation
  • Search enrichment

Typical technologies

Python, LLM APIs, vector search, OCR, evaluation pipelines

When this service is useful

When AI can remove repetitive work or make complex information easier to find and use.

Typical engagement examples

  • Knowledge retrieval over private documents
  • Automated extraction and enrichment
  • AI-assisted operational workflows

Expected engagement outputs

  • AI proof of concept
  • Evaluation plan
  • Production implementation
  • Cost and reliability assessment

Suitable client profile

Teams with a concrete workflow, dataset, or product experience to improve.

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Service 03

Cloud and Platform Engineering

Cloud architecture, deployment automation, observability, performance optimization, and production readiness.

What we help with

  • AWS
  • Docker
  • CI/CD
  • Infrastructure automation
  • Monitoring
  • Cloud migration
  • Cost optimization

Typical technologies

AWS, Docker, CI/CD systems, observability and infrastructure tooling

When this service is useful

When delivery is slowed by fragile deployments, poor visibility, scaling constraints, or cloud cost.

Typical engagement examples

  • Production readiness reviews
  • Repeatable deployment pipelines
  • Cloud migration and optimization

Expected engagement outputs

  • Deployment architecture
  • Migration roadmap
  • Automation implementation
  • Performance improvement plan

Suitable client profile

Engineering organizations operating or preparing to launch production platforms.

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Service 04

Product Engineering

End-to-end product development from architecture and prototyping through production deployment and continued evolution.

What we help with

  • Product architecture
  • MVP development
  • SaaS engineering
  • Technical discovery
  • Scaling
  • Engineering leadership

Typical technologies

Java, Python, React, PostgreSQL, AWS and fit-for-purpose tooling

When this service is useful

When a product needs senior technical direction and a credible path from concept to dependable operation.

Typical engagement examples

  • Turning a validated idea into a working product
  • Stabilizing a growing SaaS platform
  • Providing hands-on technical leadership

Expected engagement outputs

  • Technical discovery
  • Working prototype
  • Production implementation
  • Engineering advisory

Suitable client profile

Founders, institutions, and product teams building or evolving software products.

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AI capabilities

Production AI patterns for defined enterprise needs

Focused capability pages explain the workflow, controls, and intended outcome.

Enterprise RAG SystemsDocument AIAI Agents and WorkflowsProduct Data IntelligencePrivate AI Systems

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Have a complex software or AI problem?

Share your current challenge, existing technology stack, and expected outcome. We will respond with a practical first assessment.

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