I’m an AI/ML engineer passionate about turning complex AI research into real-world, production-ready systems.
I specialize in Computer Vision, NLP, Emotion AI, and Human-Centered Machine Learning with a focus on impactful applications in healthcare, edtech, and social good.
Currently, I’m working on AI systems that integrate LLMs, computer vision models, and speech technologies for practical, high-scale solutions.
- 🤖 LLM & GenAI Pipelines: Fine-tuning, prompt engineering, production deployment
- 😃 Emotion AI & Speech Analytics: Multilingual STT, sentiment analysis, affective computing
- 🖼️ Computer Vision Systems: Object detection, medical imaging, OCR automation
- ⚙️ MLOps & Deployment: Scalable pipelines, API integration, edge devices, latency optimization
- 🌱 Responsible AI: Fairness, transparency, and ethical model deployment
💡 Learning, building, and iterating to make AI practical and impactful.
- 🗂️ Processed Thousands of images and messy real-world datasets
- 🛠️ Built robust pipelines and optimized model inference for speed and resource efficiency
- 🌐 Deployed AI solutions via APIs, web UIs, and edge devices
- ✅ Wrote production-ready, testable code with scalability in mind
- 🤝 Collaborated with cross-functional teams to turn research prototypes into products
Languages & Frameworks: Python, SQL, C++, TensorFlow, PyTorch, FastAPI
Libraries & Tools: Hugging Face, LangChain, OpenCV, Scikit-learn, Pandas, NumPy, Matplotlib, Docker, ONNX
Models & Platforms: LLaMA, Mistral, XLM-R, Whisper, YOLO, MMDetection
Deployment & DevOps: Docker, Hugging Face Spaces, Raspberry Pi, Cloud APIs
| Project | Tech | Description |
|---|---|---|
| YOLO Edge Deployment | PyTorch, ONNX | Lightweight detection models optimized for low-resource devices |
| NLP-to-SQL Translator | Python, LangChain | Converts natural language queries into database commands |
| OCR Lab Automation | OpenCV, Python | Automates extraction of lab reports from images |
| Speech-to-Text + Summary Generator | Whisper, NLP | Multilingual transcription with real-time summarization |
- 📌 AI tools improving human-machine interaction
- ⚙️ End-to-end ML systems: data ingestion → modeling → deployment
- 📊 Applied NLP models with custom datasets
- 📈 Notebooks explaining the "why" behind models and experiments
Open to research, AI/ML projects, and production-level challenges.
Let’s build solutions with real-world impact.
📍 India | 🌐 Remote-friendly
✉️ solanki.kuldeep@icloud.com
🔗 LinkedIn
Thanks for stopping by — let’s create something amazing together! 🚀