Our services

Built around your core problems.

Neelesh Software Solutions is a full-service partner: we deliver the engineering work, and we train the people who keep it running.

Practice

Data Warehousing

Design and build modern enterprise data warehouses on Snowflake, Redshift, BigQuery, Synapse or on-prem Oracle / SQL Server. We handle the architecture, the migration, and the operational hand-off.

  • Reference architecture and capacity planning
  • Source-to-target mapping & conformed dimensions
  • Performance tuning and cost optimization
  • Migration from legacy on-prem warehouses
Practice

Data Modeling

From conceptual to physical, we model data the way your business actually thinks about it — Kimball, Inmon, Data Vault or hybrid — and we leave you with documentation your engineers will actually use.

  • Conceptual, logical & physical modeling
  • Dimensional and Data Vault design
  • Master & reference data strategy
  • Model governance and version control
Practice

Analytics & Business Intelligence

From the semantic layer up — we design analytics platforms your business will actually use. Power BI, Tableau, Looker, ThoughtSpot, or modern open-source stacks.

  • KPI & metric framework design (single source of truth)
  • Semantic models in dbt, LookML or native BI tools
  • Self-service dashboards & embedded analytics
  • Governance, certification and adoption playbooks
Practice

AI & Machine Learning

Practical AI on top of your data — from forecasting and classification to LLM-powered assistants and retrieval-augmented generation. We focus on shipping things that work in production, not pilots that never leave the lab.

  • Predictive & forecasting models (scikit-learn, XGBoost)
  • Deep learning (PyTorch, TensorFlow) and MLOps
  • LLM applications, RAG pipelines, vector search
  • Responsible AI, evaluation & monitoring
Practice

Data Science & Advanced Analytics

Embedded data scientists who understand your domain. Hypothesis-driven analysis, experimentation frameworks, and models you can defend to a stakeholder.

  • A/B testing & causal inference
  • Customer analytics & segmentation
  • Demand forecasting & supply-chain optimization
  • Statistical modeling & explainability
Practice

ETL & Data Integration

Reliable pipelines built with the right tool for the job — Informatica, Talend, dbt, Airflow or hand-rolled Python — instrumented, observable, and easy to evolve.

  • Batch and streaming pipelines (Kafka, Kinesis)
  • CDC, replication and reconciliation
  • Data quality & lineage tooling
  • Scheduling, alerting and runbooks
Practice

Cloud Services

Pragmatic cloud — we help you decide what to lift, what to refactor, and what to leave alone. Then we ship it without dragging you into a multi-year program.

  • AWS, Azure and GCP architecture & landing zones
  • Workload migration and modernization
  • Infrastructure-as-code (Terraform, CloudFormation)
  • Cost & security baselines
Practice

Custom Application Development

Java, Python and modern web stacks — from internal tools and APIs to customer-facing products. Built to integrate with the rest of your environment.

  • Java / J2EE / Spring
  • Python (FastAPI, Django, data services)
  • Modern front-end (React, TypeScript)
  • API design, integration & performance
Practice

Database Services & Support

Design, tuning and ongoing support for the databases your business runs on. From a single performance review to a long-term DBA engagement.

  • Oracle, SQL Server, PostgreSQL, MySQL
  • Schema design & query optimization
  • Migration & upgrade planning
  • Backup, HA and disaster-recovery design
Practice

Professional Training

Hands-on training delivered by working consultants. Public cohorts or private corporate sessions — designed so your engineers can ship real work the week they finish.

  • Data Warehousing fundamentals & advanced
  • Data Modeling (dimensional & Data Vault)
  • ETL design patterns & implementation
  • Analytics, BI & data storytelling
  • Applied Machine Learning & LLMs
  • Database administration and SQL deep-dives

Desktop & Workstation Support

On-site and remote support for engineering teams — installations, environment setup and break/fix.

Software Installations

Standardized provisioning, license management and tooling rollouts across your team.

Strategic Partnerships

We work alongside your existing vendors and bring in trusted partners when a project needs specialized depth.

Not sure where to start?

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