mantera
studio
Multidisciplinary research and development lab, where we turn child-like curiosity into reality.
About us : curiosity is the fuel
Who, What, Where?
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philosophy: curiosity taught the cat
We are passionate individuals united by one driving force: curiosity.
That curiosity makes us question everything. We don't just build what's asked—we understand why it's needed, break it down to first principles, and craft solutions that make sense.
what else?
Well, tbh doing only research doesn't pay the bills. So we build products and take on client work to fund our explorations.
If you need software, try our proprietary products first—they might solve your problem out of the box. If not, we'll build something custom. Either way, you get a solution and we get to keep researching.
Approach: Human + machine
Each problem has the right solution.
Framework
We build proprietary software based off our own problems such as: togetherbase, mc-rag. To what we offer you can explore here.
1. How about with my industry specific problem?
We can create specific problem software with customization to automate you with our expertise in dynamic automation, design, human touch and seamless integration.
2. Consultation and problem definition
We begin with deep consultation sessions to understand your specific challenges, goals, and constraints. This critical phase ensures we define the problem accurately before designing any solution.
3. Framework design and solution
Based on our understanding, we architect a tailored framework and solution blueprint that addresses your unique requirements while maintaining scalability and efficiency.
4. Feedback from you
We present our proposed solution and gather your insights, concerns, and suggestions. Your feedback shapes the final approach, ensuring the solution aligns perfectly with your vision.
5. Implementation and feedback
We develop and deploy the solution with continuous feedback loops, allowing for real-time adjustments and ensuring the final product exceeds your expectations.
Products & Projects
Our propertiary software and pipelines can help your business from small to industrial size scale
Products
togetherbase
Connecting learners with tutors on multidisciplinary courses.
mc-rag
Multi-context graph based RAG
Opensource Projects
basemap
A coding tool based off user-stories to plan and built using, indexing technology
Research !
Current Research Interests
Alignment & Personalization
RLHF, preference modeling, pluralistic alignment; techniques to align large models with human values, individual preferences, and cultural norms.
Cognitive & Human-Inspired Signals
Eye-tracking, reading times, brain alignment, narrative comprehension; grounding NLP models in cognitive data and human processing patterns.
Multilingual & Low-Resource NLP
Cross-lingual transfer, zero-shot learning, data augmentation, synthetic corpora; addressing linguistic diversity and under-resourced languages.
Multimodal NLP
Language + vision, audio, and video; unified embeddings, modality alignment, richer multimodal representations for reasoning and generation.
3D & Neural Rendering
Multi-view reconstruction, neural radiance fields (NeRFs), Gaussian splatting, differentiable imaging, computational imaging pipelines
Image & Video Synthesis
Diffusion / GAN models, controllable generation, temporal consistency, video generation, domain transfer
Multimodal & Vision-Language
Vision + text / audio, visual reasoning, grounding, embodied perception, vision-language action models
AI on Robotics (RLHF)
Reinforcement learning from human feedback applied to robotic systems; learning policies, manipulation tasks, and embodied agents through human preferences
Terrain Simulation
Physics-based terrain generation, procedural landscapes, erosion models, real-time deformation, and realistic environment synthesis
Post-Quantum Cryptography
Lattice-based, code-based, and hash-based cryptographic schemes resistant to quantum attacks; mathematical foundations for quantum-safe security
Multi-Agent Systems
Coordination, emergent behavior, swarm intelligence, distributed decision-making; systems where multiple autonomous agents interact and cooperate
Graph Neural Networks
Learning on graph-structured data, relational reasoning, message passing, graph transformers; applications in knowledge graphs and multi-context systems
Get In Touch
Ready to transform your business challenges into elegant solutions? We specialize in building custom software that automates complex processes and scales with your needs. Whether you have an industry-specific problem or want to collaborate on cutting-edge research, let's create something meaningful together.
hello@mantera.com