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SankarsanaEcoHydroAgri Innovations
Researcher in a white lab coat using an electron microscope

Consultancy

Expert answers to hard technical questions.

From AI models and satellite analytics to watershed studies and research methodology — scoped clearly, delivered by subject experts.

AI & Data

  • AI / ML Model Development

    Custom predictive, classification and forecasting models built on your data — validated, explained and documented.

    Typical deliverables

    • Data audit & feasibility note
    • Validated model + code
    • Explainability report
    • Handover session
  • GeoAI & Satellite Analytics

    Machine learning on satellite and drone imagery for land use, crops, water bodies, change detection and monitoring.

    Typical deliverables

    • Processed imagery & maps
    • Accuracy assessment
    • Earth Engine / Python workflow

Earth & Environment

  • GIS Analysis & Mapping

    Spatial analysis, suitability and potential zoning, terrain and watershed analysis, and publication-quality maps.

    Typical deliverables

    • GIS datasets
    • Analytical maps
    • Method documentation
  • Water Resources & Hydrology

    Watershed modelling, groundwater assessment, water quality analysis, hydroclimatic studies and water planning support.

    Typical deliverables

    • Model set-up & calibration
    • Scenario analysis
    • Technical report
  • Environmental & Climate Assessment

    Environmental quality assessment, climate data analysis, risk mapping and decision support for sustainability planning.

    Typical deliverables

    • Assessment report
    • Risk / vulnerability maps
    • Recommendations

Research Support

  • Research Methodology & Design

    Help framing research questions, sampling and experimental design, and choosing defensible analytical methods.

    Typical deliverables

    • Methodology review
    • Analysis plan
    • Consultation sessions
  • Statistical Modelling

    Regression, multivariate, time-series, spatial and Bayesian analysis with transparent, reproducible code.

    Typical deliverables

    • Analysis & code
    • Result tables & figures
    • Interpretation notes
  • Manuscript Preparation Support

    Structuring manuscripts, improving figures and tables, and aligning with journal author guidelines — your research, your authorship.

    Typical deliverables

    • Structural review
    • Figure & table improvement
    • Formatting to guidelines
  • Scientific Editing

    Language, clarity, logic and consistency editing for papers, theses, proposals and technical reports.

    Typical deliverables

    • Tracked-changes edit
    • Comment report
  • Publication Guidance

    Choosing suitable journals, understanding peer review, and responding to reviewer comments constructively.

    Typical deliverables

    • Journal shortlist rationale
    • Response-to-reviewers support

Process

Clear scope. No surprises.

  1. STEP 1

    Share

    Tell us the problem, data and timeline.

  2. STEP 2

    Scope

    A short call; we propose scope and quotation.

  3. STEP 3

    Deliver

    Work in milestones with review points.

  4. STEP 4

    Handover

    Code, documents and a walkthrough.

Our commitments

Ethical research support.

  • We support your research; we never ghost-write it or claim authorship we have not earned.
  • We do not promise or guarantee publication, acceptance or specific outcomes.
  • Confidentiality of your data and ideas — NDAs available on request.
  • Transparent scope, timelines and quotation before work begins.