salman valiyakth

About the Candidate

I’m Salman Valiyakath, Senior Data Scientist with over 7+ years of experience in driving innovation across the industries like Healthcare, Insurance, Retail, Telecom, and Life Sciences etc.

With a blend of creative curiosity and strong technical grounding, I’ve Built, Deployed, and Scaled AI/ML and NLP Solution’s that solve real-world business problems. I believe in building systems that not only predict but adapt and learn continuously.

1. AI & Generative Intelligence

– Developed Generative AI solutions, integrating LLMs, RAG, and Agents using tools like LangChain, Autogen, and Anthropic Claude.
– Designed AI agents for document QA, log simplification, and intelligent chatbots with contextual memory and adaptive reasoning.

2. Machine Learning & Advanced Analytics

– Built multi-label, multi-output ML models using XGBoost and LightGBM.
– Conducted extensive EDA, feature engineering, and model optimization for business-critical use cases like churn prediction and anomaly detection.
– Translated model insights into visual reports using Matplotlib, Seaborn, and Power BI.

3. Deployment & Engineering

– Created production-ready REST APIs using FastAPI, ensuring robust model inference pipelines.
– End-to-end deployment on AWS Sagemaker, including ECR, Lambda, API Gateway, and S3, with experience in CI/CD and MLOps.

4. Natural Language Processing & Computer Vision

– Fine-tuned models like BERT and RoBERTa for classification, summarization, and semantic search.
– Worked on OCR, image classification, and deep learning projects using TensorFlow, Keras, and OpenCV.

5. Collaboration & Product Thinking

– Led PoC development and presented insights to cross-functional teams and non-technical stakeholders.
– Practiced Agile methodologies to manage workflows, prioritize tasks, and improve delivery cycles and foster a culture of continuous improvement.
– Known for clear communication, proactive mindset, and driving a collaborative team culture that maximizes both productivity and innovation.

Effective Data harness will help us to Drive the Innovation and Transform the Industries. Crafting Scalable AI Solutions to drive Business 🚀