Incubated at AIC-UAS Bangalore Ramasagara, Ballari, Karnataka avinashstat@aviqlabs.com +91 83105 79116

Research. Intelligence. Impact.

DeepTech R&D and EdTech in applied statistics, AI, Gen AI, AI automation and quantum research — for agriculture, healthcare and beyond.

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Professionals trained
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About-us

Bridging research, technology and real-world impact.

We are a deep-tech innovation and research company specialising in statistics, data analytics, artificial intelligence, agentic AI, quantum computing, bioinformatics and AI-driven automation. Founded in 2025, we bridge research, technology and real-world impact.

Our mission is to empower businesses, researchers and students with advanced analytical capabilities, while building the next generation of technology talent through training, collaboration and applied research.

  • Publication-grade research rigour with deployable engineering
  • End-to-end delivery, from consultation to support
  • Multi-domain experience across agriculture, health and finance
AI · ML · DL Statistics &Data Analytics QuantumComputing ComputerVision ResearchMethodology ScientificWriting AI Automation& Workflows Training &CapacityBuilding

Eight capability areas, one research core.

Our vision To empower innovation through intelligent technologies, advanced analytics and research-driven solutions for the future.

Problems we solve

Closing the gaps in research and innovation.

Lack of specialised expertise

Organisations struggle to access skilled talent in AI, quantum computing, bioinformatics and advanced analytics for complex projects.

Academia to industry skill gap

Students often lack hands-on exposure to real-world applications, while industries face shortages of trained, job-ready professionals.

Underused data and inefficiency

Businesses hold valuable data but lack the automation, analytics and consulting support to convert it into strategic insight.

Solutions

Nine practice areas.

The same core capability of measurement, modelling and delivery, applied wherever the question sits.

Data & Intelligence

Data Analytics & Applied Statistics

Statistical methods, predictive modelling and AI-driven techniques that turn data into decision-ready insight.

Data & Intelligence

AI/ML & Deep Learning Solutions

Custom machine learning and deep learning models for prediction, classification and pattern recognition.

Data & Intelligence

Agentic AI & Intelligent Automation

Autonomous AI systems that optimise workflows, automate decisions and lift operational efficiency.

Research & Life Sciences

Bioinformatics & Computational Biology

Data processing, pipeline development and biological data analysis for agriculture, healthcare and life sciences.

Research & Life Sciences

Research Consulting & Scientific Writing

Support in research design, methodology, statistical analysis and publication-ready scientific writing.

Technology

Software, App & Platform Development

Scalable web apps, mobile apps and data platforms built with modern, reliable technologies.

Technology

Quantum AI & Future-Tech Research

Advanced research in quantum computing and next-generation AI, from algorithms to experimental solutions.

Technology

Aerial Intelligence & Geospatial Insights

Survey-grade mapping, terrain modelling, progress monitoring and asset inspection using drone, DGPS and GIS analytics.

Learning & Capacity Building

Training, Internships & Capacity Building

Practical programs in AI, data science and statistics, with internships and hands-on projects.

Flagship product: deployed

5eriMitra AI

A smart sericulture assistant for farmers, extension officers and silk-industry researchers. It combines a chat agent, voice calling and a curated knowledge base to deliver expert guidance in the field, in the user's own language.

  • Chat

    Ask questions and get expert guidance.

  • Voice

    Voice calling as an alternative to typing.

  • Vision

    Upload a silkworm photo for grasserie, instar and symptom analysis.

  • Regional intelligence

    Mulberry cultivation, rearing schedules, 4th-instar care and location advisories.

  • Multilingual

    Native-language responses by location.

AgricultureAgritechLLMComputer VisionMultilingual

5eriMitra AI is protected under applicable Intellectual Property Rights laws.

The 5eriMitra AI assistant interface, showing chat guidance for sericulture
Featured work: geospatial

Aerial Intelligence & Geospatial Insights

Survey-grade mapping, terrain modelling, progress monitoring and asset inspection using drone, DGPS and GIS analytics.

Sample drone survey output: georeferenced orthomosaic of a surveyed site
Sample drone survey output: digital elevation model with graded elevation ramp
Sample drone survey output: dense 3D point cloud of a building complex
Sample drone survey output: contour drawing overlaid on aerial imagery
Sample drone survey output: same site compared across two survey dates
Sample drone survey output: wide aerial panorama of an active construction site
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Aerial View

Survey & MappingOrthomosaics, boundaries, CAD, as-built surveys.
Terrain IntelligenceDEM/DSM, contours, 3D terrain, drainage.
Progress MonitoringStockpiles, cut/fill, volumes, change detection.
Asset InspectionBuildings, roofs, solar, towers, warehouses.
Research and publications

Findings that hold up to review.

Peer-reviewed work across agriculture, life sciences and applied statistics, alongside the methodology and scientific writing support we provide to other research teams.

0+ Peer-reviewed publications Full list on Google Scholar
  • Agriculture and sericulture

    Applied trials, yield and disease modelling, and the research behind 5eriMitra AI.

  • Life sciences and bioinformatics

    Pipeline development and biological data analysis for health and agricultural genomics.

  • Applied statistics and machine learning

    Study design, predictive modelling and validation for partner institutions.

  • Geospatial and remote sensing

    Survey-grade mapping, terrain modelling and change detection.

Recognised with the IIPM Best Paper Award for Agri-Tech and Plantation 5.0, and the Sanskriti University Excellence in Research Award.

Who we work with

Partners across research, industry and the field.

  • Universities and research institutions

    Joint studies, methodology support and co-authored publication.

  • Agribusiness and industry

    Applied analytics, modelling and deployed decision tools.

  • Government and extension organisations

    Programme evaluation, survey work and field-ready systems.

  • Researchers and students

    Training, internships and hands-on capacity building.

Sectors we work in

  • Agriculture & Agri-Tech
  • Healthcare & Life Sciences
  • Education & Research
  • Finance & Business Analytics
  • Marketing & Digital Analytics
  • AI & Automation
How we work

From requirement to reliable delivery.

  1. Step 1

    Share your requirement

    Tell us your research, analytics, AI or software need. We understand your objectives, data and expected outcomes.

  2. Step 2

    Consultation & proposal

    Our experts propose the right approach, tools, timeline and deliverables, tailored to your project.

  3. Step 3

    Execution & tracking

    We execute with advanced methodologies and keep you updated through regular progress reports.

  4. Step 4

    Delivery & support

    You receive validated reports, models, software or training, with post-delivery support.

Our stack

The tools and technologies we work with

PythonRNumPyscikit-learnTensorFlowPyTorchXGBoostLLMLangGraphn8nMakeZapierReactNode.jsMySQLJupyterOverleafQiskitPennyLanePythonRNumPyscikit-learnTensorFlowPyTorchXGBoostLLMLangGraphn8nMakeZapierReactNode.jsMySQLJupyterOverleafQiskitPennyLane
Invited talks and guest lectures

Knowledge shared beyond our lab.

Dr. Avinash Gopa delivering the guest lecture Opportunities for Agricultural Statistics at Kumaraguru Institute of Agriculture, Erode
Students and faculty of Kumaraguru Institute of Agriculture, Erode, after the guest lecture
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Invited talk

Opportunities for Agricultural Statistics

August 2026Kumaraguru Institute of Agriculture (KIA), Erode
Participants of the Meta-Analysis workshop outside N. M. College of Agriculture, Navsari Agricultural University
Dr. Avinash Gopa leading the Meta-Analysis workshop session at Navsari Agricultural University
Hands-on computer lab session during the Meta-Analysis workshop
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Invited talk

Workshop on Meta Analysis Using R for Agricultural Studies

August 2026Navsari Agricultural University, Gujarat
Dr. Avinash Gopa delivering an invited talk on ML-based prediction of bioremediation enzymes at SMVIT, Bengaluru
Students attending the ML-based bioremediation enzyme prediction talk at SMVIT, Bengaluru
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Invited talk

ML-Based Prediction of Enzymes Involved in Bioremediation Using Metagenomics

August 2026SMVIT, Bengaluru
Group photograph from the Digital Tools for Sericulture Extension training programme at APSSRDI, Hindupur
Sericulture officers attending the Digital Tools for Sericulture Extension programme
Participants at the Digital Tools for Sericulture Extension programme
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Invited talk

Digital Tools for Sericulture Extension

July 2026EEI (Southern Region), PJTSAU · APSSRDI, Hindupur
Dr. Avinash Gopa presenting AI Automation in Agriculture at IIPM, Bengaluru
Students and faculty attending the AI Automation in Agriculture talk at IIPM, Bengaluru
Introduction on the dais before the AI Automation in Agriculture session at IIPM, Bengaluru
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Invited talk

AI Automation in Agriculture

July 2026IIPM, Bengaluru
Advanced Statistical Computing and AI driven Analytics at ICAR-SBI, Coimbatore
Dr. Avinash Gopa presenting on AI & Machine Learning
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Invited talk

Advanced Statistical Computing and AI driven Analytics

June 2026ICAR-SBI, Coimbatore

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Awards and recognition

Recognised for research excellence.

Sanskriti University View
Sanskriti UniversityExcellence in Research Award, Apr 2026
IIPM Best Paper Award View
IIPM Best Paper AwardAgri-Tech and Plantation 5.0 (5eriMitra)
Why choose us

Research expertise, delivered like a product.

Cutting-edge R&D expertise

AI, agentic AI, quantum computing, bioinformatics and advanced analytics under one roof.

End-to-end delivery

From research consulting and software to AI automation and long-term partnerships.

Talent development

Training, internships and capacity-building programs aligned with industry needs.

Multi-domain experience

Agriculture, healthcare, finance, education, marketing and research institutions.

Testimonials

What our partners say.

Avyagraha delivers exceptional R&D analytics solutions with precision and deep technical expertise. Their research-driven approach has been invaluable.
Dr. Manjunath G.R.Associate Professor, UAS Bangalore
Our go-to partner for solving complex analytical challenges across agriculture and research.
Dr. Laxman NaviAgronomist
The 21 Days AI Training Program brilliantly bridges theory and practice.
Mr. Tanveer Ahmed KhanFaculty of Biostatistics
Exceptional statistical data analysis and scientific report writing services.
Vineet Raj A VAmway Pvt. Ltd.
Latest news

From the Avyagraha blog.

  • 5eriMitra AI featured at RISE Conclave 2026, hosted by CSIR-NAL, CSIR-CFTRI and CSIR-4PI

  • Avyagraha showcases agri-AI innovations at Agri Startup Conclave 2.0

  • R-Stat 2.0: ten-day applied statistics and analytics cohort concludes

Inside Avyagraha

Meet the team behind the work.

A short introduction to how we approach research, analytics and applied AI.

Let’s build what comes next.

Bring us a research question, a dataset or a problem that does not have a tool yet. We will tell you honestly whether we can help.

Get in touch

Let us handle your research and technology needs.

Share your project, research, analytics, AI or training requirement. Our team takes care of everything, from consultation and execution to delivery.

Registered office
Ramasagara, Ballari, Karnataka, India
Incubated at AIC-UAS Bangalore
Working hours
Mon to Sat, 9:00 AM to 6:00 PM
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