A K.

PhD in Informatics | 15+ Years in AI, Machine Learning; I bring over 15 years of experience applying machine learning, signal processing, and AI to complex problems across industries particularly; biotech, healthcare, and beyond. With a PhD in Informatics and a strong publication record, I combine academic rigor with real-world delivery - backed by a track record of success on Upwork. My work has been featured on NeurIPS, Forbes, Nature, and other high impact factor journals. I have helped founders, academics, NGOs to successfully raise capital, realize their ideas and scale at pace. 🔬 Domain Expertise Machine Learning: Audio and sound Analysis, Image, text, tabular across industry Bioinformatics: Microbiome, genomics (WES/WGS), RNA-seq, metabolomics, protein structures, interaction networks Healthcare & Biotech: Predictive modeling, outcome analysis, decision support, regulatory-aligned solutions Hardware: ESP32, LoRA, EdgeAI, IoT,NRF 🧠 Machine Learning & AI Predictive & explanatory modeling Bayesian methods & generative models Model-based ML Deep learning with PyTorch, Keras, TensorFlow NLP & LLMs (LangChain, CrewAI, OpenAI stack, MCP) EdgeAI 🛠️ Tools & Tech Stack Python, R, Bash, C, JavaScript Docker, APIs, Flask, Dash, RShiny MLflow, Jenkins, Spark, Hadoop GCP, AWS OpenCV, NLU/NLP Git, CI/CD workflows 🧪 GenAI & LLM Engineering Custom LLM workflows using LangChain, CrewAI, MCP RAG pipelines, tool integrations, API orchestration Fine-tuning, prompt engineering, evaluation frameworks I’m hands-on, fast-moving, and results-driven - whether it’s building proof-of-concepts, scaling production systems, or solving niche, high-impact data problems. 📩 Let’s talk if you're looking for someone who can ship high-quality AI solutions without the fluff.