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ScopeEdge Research Tech

𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗔𝗴𝗿𝗶𝗰𝘂𝗹𝘁𝘂𝗿𝗲 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝗠𝗮𝗿𝗸𝗲𝘁 (𝟮𝟬𝟮𝟲 - 𝟮𝟬𝟯𝟱): 𝘁𝗵𝗲 𝟮𝟬𝟮𝟳-𝟮𝟬𝟯𝟱 𝗢𝘂𝘁𝗹𝗼𝗼𝗸 𝗳𝗼𝗿 𝗖𝗼𝗿𝗽𝗼𝗿𝗮𝘁𝗲 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝐀𝐜𝐜𝐞𝐬𝐬 𝐅𝐫𝐞𝐞 𝐏𝐃𝐅 𝐑𝐞𝐩𝐨𝐫𝐭𝐬: https://lnkd.in/dSz6NrDj   Farming has always run on data of a kind, from soil samples to weather memory, but the volume and speed of information now available are changing how agribusinesses make decisions. Digital agriculture platforms bring together satellite imagery, machine telemetry, sensor readings, and agronomic models in one cloud workspace, giving growers, input suppliers, and food companies a shared view of field performance. Rising input costs, water stress, and traceability expectations from retailers are pushing enterprises to adopt automation and AI-guided recommendations for planting, irrigation, and crop protection. According to this illustrative market scenario for 2027-2035, the market could reach 𝗨𝗦𝗗 𝟮𝟬.𝟵𝟰 𝗕𝗶𝗹𝗹𝗶𝗼𝗻 by 2035, expanding at an estimated 𝗖𝗔𝗚𝗥 𝗼𝗳 𝟭𝟯.𝟱%.   𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗔𝗴 + 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 • Satellite and drone imagery analytics that detect crop stress, nutrient gaps, and pest pressure across large acreages • Machine learning models that translate weather, soil, and yield history into field-level planting, fertilizer, and harvest recommendations • Connected tractors, sprayers, and in-field sensors that stream real-time data for variable-rate application and smart irrigation • Cloud farm management dashboards that unify agronomy, inventory, financials, and traceability records for growers and buyers   𝗞𝗲𝘆 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗗𝗿𝗶𝘃𝗲𝗿𝘀 • Global food demand and shrinking arable land that call for higher yields from every hectare • Volatile fertilizer, seed, and fuel costs that make precision input management a direct profit lever • Sustainability and carbon programs that require measurable, verifiable data on soil health, water use, and emissions • Food retailer and processor demands for end-to-end supply chain traceability from farm to shelf   𝗠𝗮𝗷𝗼𝗿 𝗠𝗮𝗿𝗸𝗲𝘁 𝗣𝗹𝗮𝘆𝗲𝗿𝘀 | John Deere India Pvt. Ltd. (JDTCI) | Trimble Inc. | CNH Industrial America LLC | AGCO Corporation | Bayer | Corteva Agriscience | Syngenta | BASF | Kubota Corporation | Yara International | Nutrien | Topcon | Ag Leader Technology | Farmers Edge Inc. | CropX | Taranis | Indigo | DJI | Lindsay Corporation | Netafim   #digitalagricultureplatformmarket #corporateindustry #technology #ai #automation #digitaltransformation #innovation #businessgrowth #marketresearch #industryinsights #marketforecast #competitiveanalysis #investment #marketintelligence #globalmarket #enterprise #strategy #futureofbusiness #agritech #precisionagriculture

ANTONIO GOMEZ OLMOS

La tecnología toma el campo: IA, datos y agricultura de precisión marcan el futuro del sector Más de 8.000 profesionales y 250 empresas se reunirán los días 4 y 5 de noviembre en Málaga, en Expo AgriTech 2026 https://lnkd.in/e2JJvbtY

Gibson Zwenyika

I’m asking for your vote! 🇿🇲 I’m excited to share that my project, Smart Soil Testing and AI-Powered Field Mapping System, has reached the voting stage of the Social Impact Award. Our goal is simple: make affordable, field-specific soil information accessible to small-scale farmers, helping them make better decisions about their crops and improve productivity. Now, I need your support. If you believe technology and innovation can create meaningful impact in our communities, please take a moment to vote for my project. 🗳️ Vote here: https://lnkd.in/dSRbDJah Every vote counts, and every share can help us reach more people. Kingly follow the procedure in the video to vote. Thank you to everyone supporting this journey. 🇿🇲 #SocialImpactAward #SIA2026 #Innovation #Agriculture #AgriTech #Zambia #SmartAgriculture #SocialImpact #TechnologyForGood

Alwihda Info

Agriculture sahélienne : comment la science veut sauver les sols du Tchad https://ift.tt/fiQkzAH Par Malick Mahamat Le 25 septembre 2026, un webinaire s'est tenu, réunissant des journalistes tchadiens basés au Tchad ainsi que de la diaspora. Cette rencontre d'échange et d'information a mis en lumière le rôle de la recherche scientifique, des biostimulants et de l'innovation agronomique pour faire face aux défis climatiques majeurs qui frappent le Sahel et, plus particulièrement, le Tchad. Au cœur des présentations figurait l'intervention du Dr Ammar Ibn Yasser, ingénieur de recherche en microbiologie au Collège d'Agriculture et des Sciences Environnementales (CAES) de l'Université Mohammed VI Polytechnique (UM6P). Face à l'urgence climatique et à l'insécurité alimentaire, l'agriculture tchadienne repose sur un équilibre fragile. Représentant environ 46 % du PIB et employant plus de 77 % de la population active, le secteur agricole constitue le véritable poumon économique du pays. La variabilité pluviométrique, l'accentuation des sécheresses, la salinisation des terres et l'épuisement de la fertilité des sols menacent directement les moyens de subsistance des populations. Les projections de la FAO et du PAM pour l'année 2026 estiment d'ailleurs à plus de 3,18 millions le nombre de personnes en situation d'insécurité alimentaire aiguë sévère au Tchad. Le diagnostic présenté lors du webinaire distingue trois grandes zones agro-écologiques au Tchad, exigeant chacune des réponses ciblées : - La zone saharienne et des Polders : caractérisée par une aridité extrême et des contraintes d'irrigation et de salinité. - La zone sahélienne : confrontée à une grande variabilité pluviométrique, une érosion éolienne soutenue et des sols pauvres en phosphore, où dominent les cultures du mil, du sorgho et de l'arachide. - La zone soudanienne : plus arrosée mais exposée à l'érosion hydrique et au risque d'inondations. Le microbiome, l'ingénieur invisible de la santé des sols Pour répondre à ces contraintes, les travaux portés par le Dr Ammar Ibn Yasser et le CAES de l'UM6P mettent en avant une approche innovante : mobiliser le microbiome du sol. À l’interface sol-racine-microbiome, les micro-organismes agissent comme de véritables « ingénieurs » capables de débloquer le phosphore naturellement présent dans le sol. L’UM6P a développé une chaîne complète d’équipements avancés, allant de la microbiologie moléculaire au phénotypage et à la fermentation. Cela permet de prélever des souches locales, de les caractériser, d'assembler des consortiums microbiens performants, puis de les valider en serre et en plein champ. Avec plus de 17 publications scientifiques à son actif sur ces thématiques, le laboratoire démontre que l’utilisation d’inoculants microbiens et la transformation des résidus agricoles (en compost ou biochar) permettent de restaurer la matière organique du sol et d’optimiser l’efficience des engrais. Le Dr Ammar Ibn Yasser a insisté sur...

MRN AW Trend Infinite

Based on Recent Analysis, the Microbial Cultures Market is Expected to Grow at a Healthy CAGR of 7% from 2026 to 2033 https://lnkd.in/dZSA3KKV #MicrobialCulturesMarket #Biotechnology #AgricultureInnovation #FoodProcessing #Fermentation #Bioremediation #SustainableAgriculture #Microorganisms #IndustrialBiotech #CropProtection #FoodSafety #BiotechIndustry #EnvironmentalSolutions #MicrobialProducts #MarketGrowth #AgriTech #BiotechResearch #SustainableSolutions #FoodInnovation #BiotechMarket

Muyita Sarah

On the factory floor at Karpolax ⚙️ Where innovation, manufacturing, and agriculture come together. One sachet at a time, we’re working towards reducing post-harvest losses. #Karpolax #AgriInnovation #Agriculture #FoodSystems #agritech

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Entrepreneur and Tech Investor

Download the Exclusive Sample Report 📘https://lnkd.in/daAzkH69 Get exclusive insights into the drip irrigation pipe market, valued at USD 1.8 Billion in 2025 and projected to reach USD 3.46 Billion by 2034, growing at a CAGR of 8.5% (2026–2034). #DripIrrigationJapan #AgricultureTech #IrrigationSystems #SmartFarming #WaterManagement #PrecisionAgriculture #Agritech #AgriculturalInnovation #IrrigationSolutions #AgriculturalAutomation #SustainableFarming #CropIrrigation #WaterEfficiency #AgriculturalEquipment #FarmTech #IrrigationPipes #AgriculturalEngineering #AgriculturalResearch #MarketResearch #BusinessIntelligence #EmergingAgTech #AgriBusiness #FarmManagement #IrrigationTechnology #AgriculturalManufacturing #AgriInvestors #AgriSolutions #WaterConservation #AgriculturalDevelopment

Arshdeep Singh

Proud to see CropGain featured in Yugmarg News! 🌾🚁🇮🇳 We are taking agricultural drones beyond spraying—developing technology to inspect crops from within and capture close-range field intelligence. Building the future of AI-powered precision agriculture. #CropGain #AgriTech #Agriculture #AgriculturalDrones #DroneTechnology #Drones #PrecisionAgriculture #PrecisionFarming #SmartFarming #DigitalAgriculture #AI #ArtificialIntelligence #AIinAgriculture #FarmTech #AgTech #CropMonitoring #CropIntelligence #RemoteSensing #Innovation #DeepTech #IndianStartup #StartupIndia #MakeInIndia #AtmanirbharBharat #Farmers #FPO #Horticulture #Paddy #FutureOfFarming #Technology #AgricultureInnovation #IndianAgriculture #Farming #DroneInnovation

Holland Greentech Benin

🇫🇷 🌱 Le mois de septembre est encore en promotion chez Holland GreenTech Bénin. C'est aussi l'occasion de revenir sur un article publié par Le Matinal le 11 septembre, consacré à nos Journées Portes Ouvertes nationales sur l'horticulture (10-12 septembre, site de démonstration Rijk Zwaan, IITA Abomey-Calavi). Le titre choisi par la rédaction résume bien notre approche : « Holland Greentech scelle un trait d'union entre technologie et producteurs. » L'article détaille les solutions présentées pendant ces trois jours : semences, irrigation goutte-à-goutte, serres, substrats, équipements et techniques culturales. Mais le point qui ressort le plus, c'est que l'innovation ne peut pas se passer de formation. Jelila Blalogoé, directrice régionale de Holland GreenTech en Afrique de l'Ouest, rappelle qu'on ne peut pas séparer la technologie du transfert de compétences aux producteurs. Le Matinal évoque aussi les 10 producteurs qui seront accompagnés pour se lancer sous serre, et les deux centres horticoles en préparation au sud et au nord du Bénin. Merci au Matinal pour cette couverture. 📰 Lien vers l'article en commentaire. — — — 🇬🇧 🌱 September is still under promotion at Holland GreenTech Bénin. It's also a good moment to look back at an article published by Le Matinal on September 11, about our National Open Days on horticulture (September 10-12, Rijk Zwaan demonstration site, IITA Abomey-Calavi). The title chosen by the newsroom sums up our approach well: "Holland Greentech, a bridge between technology and producers." The article covers what was on show over the three days: seeds, drip irrigation, greenhouses, substrates, production equipment and growing techniques. But the point that stands out most is that innovation only works alongside training. Jelila Blalogoé, Holland GreenTech's regional director for West Africa, makes the point that technology and skills transfer to producers can't be separated. Le Matinal also mentions the 10 producers who will get dedicated support to start greenhouse production, and the two horticultural centers being set up in the south and north of Benin. Thanks to Le Matinal for the coverage. 📰 Link to the article in the comments. #GTC2026 #HollandGreentech #Horticulture #Bénin

Evolvexa Creative Systems

Download the Exclusive Sample Report 📘https://lnkd.in/gbGaJceZ Get exclusive insights into the horizontal plow mixer market, valued at USD 1.2 Billion in 2025 and projected to reach USD 1.88 Billion by 2034, growing at a CAGR of 5.8% (2026–2034). #JapanMarket #HorizontalPlowMixer #AgriculturalEquipment #FarmMachinery #MixingTechnology #SoilPreparation #AgricultureInnovation #FarmEquipmentTrends #AgriTech #PrecisionFarming #MarketResearch #IndustryInsights #BusinessIntelligence #AgriculturalManufacturing #AgroIndustry #FarmTech #SoilManagement #AgriculturalSolutions #EmergingAgTech #FarmAutomation #AgriculturalInvestments #AgriBusiness #ManufacturingInnovation #AgriMarketAnalysis #FarmEquipmentMarket #AgriculturalApplications #AgTechTrends #IndustryAnalysis #GlobalAgriculture #FarmInnovation

IJARIT Research Foundation

📢 CALL FOR PAPERS | Volume 16, Issue 2 🌾🔬 International Journal of Agricultural Research, Innovation and Technology (IJARIT) Are you an agricultural scientist, researcher, or innovator looking for a high-impact platform to publish your groundbreaking research? IJARIT invites high-quality original research papers, review articles, and short communications for its upcoming issue (Volume 16, Issue 2). ✨ WHY PUBLISH WITH IJARIT? ✅ Peer-Reviewed & Indexed: Indexed/abstracted in leading academic databases, including DOAJ, Crossref, FAO-AGRIS, CABI, Google Scholar, BanglaJOL, and more. ✅ Global Readership: High visibility among agricultural researchers, academic institutions, and industry professionals worldwide. ✅ Fast & Transparent Process: Rigorous double-blind peer review and prompt publication turnaround. ✅ DOI Allocation: Every accepted article receives a unique Digital Object Identifier (DOI) via Crossref. 🌾 KEY SCOPE & FOCUS AREAS: 🍃 Agronomy, Crop Science & Horticulture 🔬 Soil Science & Plant Nutrition 🐛 Entomology, Plant Pathology & Crop Protection / IPM 🧬 Biotechnology, Genetics & Plant Breeding 💧 Agricultural Engineering, Irrigation & Climate Smart Agriculture 🚜 Agricultural Economics, Extension & Agribusiness 🐄 Animal Husbandry, Veterinary & Aquatic Resources 📌 SUBMISSION & IMPORTANT DETAILS: 🗓 Submission Deadline: 31 October 2026 🗓 Target Publication Date: 31 December 2026 🌐 Submit via portal: https://lnkd.in/gHJMFFFb 📧 Submit via Email: editor.ijarit@gmail.com / editor@ijarit.online 🌐 Journal Website: https://lnkd.in/g8jgJVCf 💡 Share this call for papers with your colleagues, research fellows, and academic network! #CallForPapers #AgriculturalResearch #ScopusIndexed #Agronomy #CropScience #Entomology #PlantPathology #Biotechnology #IJARIT #AcademicPublishing #ResearchPaper #AgriTech #SustainableAgriculture

AgriSciense

🏆 A proud moment for AgriSciense! We are thrilled to share that AgriSciense has been recognised at the NASSCOM AI Gamechangers Awards 2026  for our work in applying AI and advanced sensing technologies to address critical challenges in agriculture. 🌱🤖 This recognition is a reflection of the passion, persistence and collaborative spirit of our entire team working towards making agriculture more predictive, data-driven and sustainable. A heartfelt thank you to nasscom ai and the entire AI Gamechangers Awards 2026 team for recognising our work and creating a platform that celebrates meaningful AI innovation. And most importantly, a huge shoutout to our incredible team Sudip Sinha, Narendra kumar Soni, Tushar Chaudhary and everyone at AgriSciense, for continuously pushing boundaries and turning ideas into real-world solutions. 🙌 This recognition motivates us to keep building and scaling technology that can help farmers detect risks earlier, make better decisions and protect crop productivity. Onwards and upwards! 🚀🌱 #AgriSciense #NASSCOM #AIGamechangers #AIGamechangers2026 #ArtificialIntelligence #AgriTech #ClimateTech #SmartAgriculture #Innovation #Agriculture #AIinAgriculture #Sustainability

Stephen Paul S

3 DAYS. Autonomous Vehicle. Top 5. On September 2026, I had the opportunity to participate and secure among the Top 5 teams in the Resonance Hackathon, organized by SCOPE, alongside my teammates Aryaman Bhattacharjee R Kavin, and Rahul Yadav. Among 177 teams and 632 participants, we were shortlisted among the Top 5 teams in the Hardware Track. Our project was AESAR — Autonomous Ecosystem Scouting & Analysis Rover, an AI + IoT-powered agricultural robotics platform designed to move beyond conventional crop monitoring. The core idea was simple: Instead of looking at a crop in isolation, can we understand the ecosystem around it before deciding what intervention is actually required? AESAR combines: > Autonomous navigation and field exploration > Real-time field mapping and spatial awareness > Multi-angle crop imaging > AI-assisted pest and disease analysis > NPM (Non Pesticidal Management) Recommendation > Soil moisture and microclimate monitoring > Pest Defender Ratio (PDR) > Abiotic Microclimate Risk Index (AMRI) > Overall AESA (Agro Ecosystem Analysis) Report Instead, AESAR is being designed around a broader ecosystem-level assessment — considering pest pressure, natural defenders, soil conditions, and microclimate together before recommending an intervention. One of the biggest questions that emerged during development was: How do we observe the entire crop ecosystem when important information exists at different vertical layers of the field? Our next-stage research direction is therefore moving toward a multi-perspective sensing architecture. We are exploring the integration of: > 360° camera and sensor systems → to increase spatial coverage and capture observations beyond a single field of view. > Aerial drone subsystem → to complement the rover by observing the upper canopy/top layer of crops, where ground-based sensing can have limited visibility. > Ground–Aerial Data Fusion → combining observations from different heights, viewpoints and environmental conditions into a unified field representation. There is still a lot to validate: sensor fusion, autonomous coordination, vertical-layer correlation, reliable AI inference, energy efficiency, and real-world field deployment. The 48 hours themselves were a combination of hardware debugging, embedded systems, autonomous navigation, computer vision, AI development, integration failures, and plenty of last-minute problem solving. AESAR is now moving from a hackathon prototype toward a longer-term research and engineering project. More updates as we build the next version. Project: AESAR — Autonomous Ecosystem Scouting & Analysis Rover GitHub: https://lnkd.in/g-SY-Q8e Website: https://lnkd.in/gvsv_wVM Certificate: https://lnkd.in/gqNQwPJQ #Resonance #Hackathon #AgriTech #AgriculturalRobotics #AI #IoT #Robotics #ComputerVision #EmbeddedSystems #PrecisionAgriculture #SmartAgriculture #Innovation

Ernest KABLAN

🌱 𝗗𝗲𝘀 𝗻𝗼𝘆𝗮𝘂𝘅 𝗱'𝗼𝗹𝗶𝘃𝗲𝘀 𝗽𝗼𝘂𝗿 𝗰𝗼𝗻𝘀𝘁𝗿𝘂𝗶𝗿𝗲 𝗻𝗼𝘀 𝗳𝘂𝘁𝘂𝗿𝗲𝘀 𝗿𝗼𝘂𝘁𝗲𝘀 ? 🚗🇪🇸 Barcelone teste une innovation impressionnante : transformer les déchets de l'industrie oléicole en puit de carbone directement piégé sous nos roues ! 𝗖𝗼𝗺𝗺𝗲𝗻𝘁 𝗰̧𝗮 𝗺𝗮𝗿𝗰𝗵𝗲 ? Au lieu d'être simplement broyés, les noyaux subissent une pyrolyse (chauffés à haute température sans oxygène). Ils deviennent du biochar, un charbon végétal ultra-stable gorgé de carbone. Ce matériau remplace ensuite la poudre minérale (le filler) utilisée dans la fabrication du revêtement routier. 𝗣𝗼𝘂𝗿𝗾𝘂𝗼𝗶 𝗰'𝗲𝘀𝘁 𝘂𝗻𝗲 𝗿𝗲́𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻 ? 1️⃣ Moins de CO2 : Jusqu'à 76 % d'émissions en moins sur les couches de chaussée concernées. 2️⃣ Carbone séquestré : Le carbone absorbé par l'olivier reste bloqué dans l'asphalte pendant des décennies au lieu de finir dans l'atmosphère. 3️⃣ Économie circulaire : L'Espagne produit 40 % de l'huile d'olive mondiale. C'est l'utilisation parfaite pour un gisement agricole massif ! 🧪 𝗣𝗿𝗼𝗰𝗵𝗮𝗶𝗻𝗲 𝗲́𝘁𝗮𝗽𝗲 : Après des tests en laboratoire très prometteurs, le matériau sera testé en conditions réelles dans les rues dès 2027, avec un suivi complet jusqu'en 2028 pour vérifier sa résistance au trafic et aux intempéries. 𝗨𝗻 𝗯𝗲𝗹 𝗲𝘅𝗲𝗺𝗽𝗹𝗲 𝗱𝗲 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲 𝗼𝘂̀ 𝗹𝗮 𝗻𝗮𝘁𝘂𝗿𝗲 𝗲𝘁 𝗹'𝗶𝗻𝗴𝗲́𝗻𝗶𝗲𝗿𝗶𝗲 𝘀'𝗮𝗹𝗹𝗶𝗲𝗻𝘁 𝗽𝗼𝘂𝗿 𝗱𝗲́𝗰𝗮𝗿𝗯𝗼𝗻𝗲𝗿 𝗻𝗼𝘀 𝘃𝗶𝗹𝗹𝗲𝘀 ! 🌍✨ #Innovation #Écologie #ÉconomieCirculaire #TransitionÉnergétique #Barcelone #Biochar #RoutesDuFutur #Décarbonation #Environnement #Climat #Agritech

Agripreneur

From Rice Husk Waste To ₹100+ Crore Business. Meet B.L. Bengani, founder of Indowud. Every year, millions of tonnes of rice husk are left behind after rice processing. He started using rice husk to create a wood alternative for #furniture and interiors. Today, Indowud is a ₹100+ crore #business, turning rice husk into products used in homes, offices, hotels, and commercial spaces across India. . Indowud says every 5,000 tonnes of production can help save 20,000 trees. Highlights: → Rice husk turned into a wood alternative → Chennai-based company → No trees cut for raw material → Waterproof → Termite resistant → Weather resistant → Recyclable material → ₹100+ crore business → 20,000 trees saved → Turning farm waste into value The biggest lesson from this story? Sometimes #waste is not the problem. Rice husk was once treated as waste. Today, it is being used to make #furniture, doors, and interior products. What agricultural waste would you turn into a business? 👇 ❤️ Follow Agripreneur for more inspiring stories from India's agripreneurs. #Agripreneur #Farming #AgriBusiness #StartupIndia #Agriculture #Agritech #MadeInIndia #RuralIndia #Agripreneurs #Farmer #AI #Technology #India #Agripreneurship #AgriStartup #SuccessStory #OrganicFarming #StartupStory #Entrepreneurship #EcoFriendly #Sustainability #Indowud #RiceHusk #Tree #Innovation #WasteToWealth

Adhil Nazim Nazeer

I recently had the incredible opportunity to participate in the Reboot Earth Hackathon organized by the FAO at Carnegie Mellon University in Qatar (CMU-Q). Our goal was to tackle agricultural challenges specific to arid climates by bridging hardware, AI, and geospatial data to optimize local farming. Here is a breakdown of the smart agriculture system we engineered: AI & Machine Learning: I focused heavily on the model architecture, fine-tuning a qwen3.5-4B LoRa model using Unsloth against a targeted 3,000-row dataset. We unit-tested this locally and integrated extensive agricultural research, including UN-FAO data, to adapt the model specifically for Qatar’s unique soil conditions. IoT & Hardware: We developed a solar-powered Arduino prototype utilizing an ESP32 for wireless WiFi connectivity. It currently uses a soil moisture sensor to capture real-time field data, which we plan to scale into a comprehensive 7-in-1 sensor array. Geospatial Dashboard: We built a dedicated web platform for farmers that ingests the real-time IoT data stream. It leverages GIS data to visualize soil health on geospatial dashboards, alongside detailed line graphs for unit space tracking. Intelligent Chatbot: To make the data actionable, we integrated an AI assistant that analyzes current soil conditions to recommend the optimal crops, suggest specific soil enhancements, and provide insights into current market demand. Building an end-to-end pipeline—from hardware sensors and streaming data to a fine-tuned LLM and a user-facing dashboard—was a fantastic challenge. I’m proud of how our solution empowers farmers with the intelligence needed to make data-driven, sustainable decisions. #RebootTheEarth #UNFAO #CMUQ #Qatar #DataScience #IoT #MachineLearning #SmartFarming #AgriTech #Unsloth #LLM #GIS