Available for work
Bengaluru, Karnataka / 2026
Machines thatsee what matters.
Computer vision & AI engineer
I fine-tune detectors, segmenters and diffusion models on narrow, unglamorous targets, then wrap them in APIs that other people can rely on.
- 2+
- Years in ML
- 47
- Public repos
- 2
- Upstream PRs
Live / Grounding DINO + SAM
- Layer
- DETECT
- Sample
- 01 / 06
- Class
- cracks
- Sweep
- 038%
PyTorch/Grounding DINO/SAM/YOLO/U-Net/Diffusers/Flux/ControlNet/CLIP/LangChain/FastAPI/Docker
01About
More→I work where models meet messy reality: segmenting cracks and drywall seams with fine-tuned Grounding DINO and SAM, adapting diffusion models, and building the retrieval and APIs around them so they ship.
B.Tech in Computer Science and Engineering / KIIT / 2020 - 2024
02Experience
Full experience→03Projects
All projects→Models that leave the notebook.
04Publications
All publications→Peer-reviewed, in print.
Three IEEE conference papers on speech and language models. Each has its abstract, key facts and a link to the paper.
- 3
- Papers
- 9
- Citations
- 3
- h-index
01ICEC 2024
Investigating Deep Learning Architectures for Robust Speech Emotion Recognition: A Study of LSTM, CNN, and CLSTM Models
Speech / Audio / IEEE / Cited by 3
02ACROSET 2024
Leveraging BERT-Enhanced MLP Classifier for Automated Stress Detection in Social Media Articles
NLP / IEEE / Cited by 3
03ICICET 2024
Multilingual SMS Spam Detection using BERT and LSTM
NLP / IEEE / Cited by 3
05Open source
All contributions→06Skills
Explore the map→Core ML
Python, PyTorch, TensorFlow, Scikit-learn, XGBoost, Transformers, Embeddings
Vision & Generative AI
Computer Vision, Diffusers, FLUX, ControlNet, Grounding DINO, SAM, YOLO, U-Net, LoRA, IP-Adapter, VLMs
LLMs & Agents
LLMs, RAG, LangChain, LangGraph, LlamaIndex, Pinecone, Multi-agent systems, MCP, Reranking
Engineering & MLOps
FastAPI, Docker, Kubernetes, Temporal, PostgreSQL, Redis, AWS SageMaker, Next.js
Have a vision problem worth solving?
pratim4dasude@gmail.com