Cognitive AI Engineer
Here, innovation meets impact. I’m passionate about crafting solutions that decode complexity and turn possibilities into reality. From reasoning-driven models to multimodal AI systems, I’m constantly pushing the boundaries of what’s possible.
Whether it’s fine-tuning large language models, deploying AI on edge devices, or diving deep into mathematical problem-solving, my mission is simple: solve real-world problems and redefine what AI can do.
The latest model in the PathfinderAI family , built ontop deepseek-r1 distills, with a mix of Reasoning models traces from o1,o3-mini,deepseek-r1,gemini-thinking. its trained using GRPO , mainly on math and reasoning task and its better than o1-preview and Qwen2.5 qwq in math and hard reasoning tasks.
an advanced reasoning and Chain-of-Thought (CoT) model fine-tuned on Qwen2.5-32B using Unsloth, TRL, and GRPO. Designed for complex reasoning, mathematical problem-solving, and structured inference, Cogito-R1 delivers state-of-the-art performance.
A state-of-the-art reasoning model fine-tuned for advanced Chain-of-Thought (CoT) tasks. Designed to tackle complex decision-making and serve as a cornerstone for solving intricate problems.
A powerhouse model fine-tuned for reasoning and mathematical problem-solving, delivering unparalleled performance in real-time scenarios.
An AI-powered semantic search and document processing system that understands context, extracts insights, and accelerates workflows.
Harnessing Retrieval-Augmented Generation (RAG) to create context-aware AI agents that are efficient, reliable, and versatile.
Innovation is fueled by curiosity. Here’s what I’m diving into:
- Reinforcement Learning & Multi-Agent Systems: Building adaptive, collaborative AI systems.
- Mamba2 State Space Models (SSMs): Advancing dynamic modeling to unlock new possibilities.
- Probabilistic Inference: Enhancing decision-making with Bayesian methods and particle filtering.
- Few-Shot & Meta-Learning: Maximizing learning efficiency with minimal data.
Whether you’re solving a challenge or dreaming big, I bring:
🔹 Practical AI Solutions: From document processing to intelligent reasoning systems.
🔹 Multimodal AI Expertise: Creating seamless text, visual, and contextual integrations.
🔹 LLM Optimization: Deploying powerful AI models on resource-constrained devices like Raspberry Pi.
🔹 Real-World Impact: Crafting AI-driven tools that truly make a difference.
Collaboration fuels innovation! I’m excited to connect with visionaries who share a passion for:
- Reasoning-Driven AI Models: Redefining decision-making with powerful tools.
- Multimodal and Context-Aware Systems: Creating richer, smarter user experiences.
- Edge-AI Deployments: Unlocking the power of AI in embedded devices.
📬 Let’s connect on LinkedIn, or feel free to explore my work here. Together, we can build the future of AI—one model, one system, one breakthrough at a time!
