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MODEL FORGE 2026

Innovate • Build • Deploy

Model Forge 2026 is a premier machine learning hackathon hosted by the Department of Artificial Intelligence & Machine Learning and CSE (AI&ML) at JB Institute of Engineering & Technology (JBIET). This event challenges students to design algorithms from scratch and build independent models to solve real-world problems.

📅 Event Details

  • Date: 25 February 2026
  • Time: 09:30 AM
  • Venue: JBIET Main Block
  • Team Size: 3-4 Members
  • Registration Fee: ₹100 per head

🏆 Competition Tracks (Models)

01. Natural Language Processing (AI vs Human)

Build models that distinguish between AI-generated and human-written text.

  • Goal: Classify text samples accurately.
  • Focus: Academic integrity, content moderation, and AI safety.

02. Time Series & Forecasting (MacroQuant)

Predict future trends using historical data.

  • Use Cases: Stock prices, weather forecasting, and demand prediction.

03. Computer Vision (Classroom Monitoring)

Enable machines to interpret visual information.

  • Tasks: Image classification, object detection, and behavioral analysis.

04. Generative AI

Create new content using advanced AI techniques.

  • Models: GANs, VAEs, and Diffusion models for text, image, and music generation.

🎁 Prizes

  • 🥇 Winner: Cash Prize + Certificate + Goodies
  • 🥈 1st Runner Up: Certificate + Goodies

📝 Rules & Guidelines

  • Reproducibility: Models must be reproducible with documented preprocessing steps.
  • Data Integrity: No future data usage or leakage; use of proprietary datasets is prohibited.
  • Pretrained Models: External pretrained models are allowed but must be disclosed.
  • Deliverables: Trained model weights, inference code, test set predictions, and a methodology report.

📞 Contact Information

Student Coordinators

  • Affan (CSM): 9848673893
  • John Dinakar (AI&ML): 9059159947
  • Akshit: 6301421513
  • Dig Vijay: 7396296236

Faculty Coordinators

  • Ms. Maria Divya Teja: 8498901234, Assistant Professor
  • Mr. Purushotham M.: 8074468134, Assistant Professor
  • Ms. Sangeetha B.: 9010946604, Assistant Professor

Co-Convener

  • Mr. S. Sathish Kumar: 8015944125, Assistant Professor

Convener & HOD (AIML)

  • Dr. Gurrampally Kumar: 9030046862, Associate Professor

Organized by the Department of AIML & CSE (AI&ML), JBIET. Approved by AICTE • Permanently Affiliated to JNTUH

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Official website for Model Forge 2026, a machine learning hackathon hosted by JBIET AIML, featuring NLP, Computer Vision, Generative AI, and Time Series problem-solving challenges for students.

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