> nityanandmathur@github:~$ ./about_me.sh
👾 ML Researcher | Code Alchemist | Digital Sketchsmith
- 🕶️ Engineer with a penchant for generative AI, explainable ML, and hacking together things that probably shouldn’t work—but do.
- 🏴☠️ B.Tech CSE @ IIIT Guwahati
- 🛠️ Building at the intersection of code, art, and science.
- CLIPDrawX: Primitive-based Explanations for Text Guided Sketch Synthesis
arXiv:2312.02345 - DiffuseKronA: Param. Efficient Finetuning for Personalized Diffusion Models
arXiv:2402.17412 - SVGCraft: Beyond Single Object Text-to-SVG Syn. with Canvas Layout
arXiv:2404.00412
- Smallest AI | Data Scientist (Oct 2024–present)
— Real-time, flow-based instant voice cloning, LoRA magic, TTS latency slashing - Bosch Research | ML Intern (Jan–Aug 2024)
— Synthetic dataset generation with latent diffusion, source-free DA pipelines - IBM | Research Intern (Jun–Dec 2023)
— Kronecker adapters for T2I, parameter-efficient diffusion wizardry - University of Surrey | Research Intern (Jan–Dec 2023)
— Explainability for CLIP with primitive-driven LDM, fast convergence - More: Osaka Univ, CogXR Labs, IIITG x2 (see 📁 resume)
- DINO Explorer
🦖 Visualize DINOv2 embeddings, cluster, and explore images with ninja precision - CVP
🤖 U-Net segmentation, object localization, GANs, neural style transfer - CheXpert
🩻 Multi-label disease classifier for X-ray images - Classify-Covid
🦠 DenseNet for COVID-19 detection in X-rays
Languages: Python, SQL, Bash, C, Java, LaTeX
Frameworks: PyTorch, TensorFlow, Keras, Pandas, NumPy, Scikit-learn, OpenCV
Tools: Docker, Git, Unix Shell, PyTest, W&B, DVC, Hydra, Hugging Face, AWS, Gradio
🔎
# echo "Always exploring, always building, always asking: what if?"
# sudo rm -rf /imposter_syndrome“Code, create, break, repeat.”