Compact AI.
Real Impact.
Open Research.
HeuristixAI is an independent AI research initiative publishing open work on efficient language models, applied intelligence, and human-centered AI systems.
Latest Research
Open work, shared freely.
Every paper we publish is available publicly — on ResearchGate and HuggingFace. No paywalls.
Low-Resource Self-Reflective Fine-Tuning of Compact Language Models Using LoRA
Teaching a tiny LLM to self-reflect and correct its own mistakes using a small structured reflection dataset and LoRA fine-tuning — showing better reasoning with minimal compute.
Enhancing the Efficacy of Generative AI through User-Centric Prompt Optimization
Explores how human expertise and generative AI can be bridged through smarter, user-centric prompt engineering — making AI more accessible for a broader audience.
What We Do
Three things we actually do well.
Efficient AI Research
We fine-tune compact models to punch above their weight — publishing open research on LoRA, self-reflection, and low-resource ML techniques.
Open Publication
All research is published openly on ResearchGate and HuggingFace. No paywalls. Built for the community.
Applied AI Builds
From GeniePrompt to AI security systems — we don't just theorize. We build things that work and ship them.
HAI-ReflectMini-0.5B
A tiny LLM that thinks twice
Our open-source fine-tuned model with self-reflection capabilities — trained using LoRA on a custom reflection dataset. Free on HuggingFace. This is what we do: research that ships as real, usable models for the community.
HAI-ReflectMini
Self-Reflection · LoRA
Open Source · Free
GeniePrompt
Optimize any AI prompt in seconds
Paste a rough prompt, get back a structured, optimized version — powered by LLMs. Our research, made into a tool anyone can use.
"write a blog post about AI"
"Write a 900-word blog post for a tech-savvy audience explaining how large language models work. Use clear analogies, avoid jargon, and end with 3 key takeaways."
From the Co-Founder's Desk
Junaid Khan
Co-Founder & Head of Operations
"We started HeuristixAI with a simple belief — that open, efficient AI research shouldn't be locked behind institutions or paywalls. Every paper we publish, every model we release, is our way of giving back to the community that made this work possible."
Internship Program
We work with curious minds.
HeuristixAI runs an active internship program for students passionate about AI research and development. Real work. Real credit. Real certificates.
View Open Roles