About Me
- Data Scientist & AI Engineer — specializing in data analysis, predictive modeling, fine-tuned models, and machine learning solutions.
- Advanced Analytics — statistical analysis, data mining, business intelligence, and data-driven decision making.
- Data Engineering: ETL/ELT pipelines, analytics, business intelligence (Python, Apache Spark, Pandas, SQL, Tableau, R).
- Cloud-native with AWS, Kubernetes, Docker — deploying robust, production-grade AI/ML platforms.
- Advanced ML workflows: Prompt Engineering, RAG, fine-tuning, model optimization, A/B testing.
- MCP server & agent skills for distributed, scalable AI systems with observability.
- Expert in Python ecosystem for data science, AI/ML prototyping and production deployment.
Education
Master of Science (MSc) in Data Science and AI
University of Liverpool, UK
- Graduated with Distinction
- Focus areas: Data Science, Machine Learning, Natural Language Processing, Applied AI
- Advanced Statistics, Data Mining, Predictive Analytics, Business Intelligence
- Reinforcement learning, Bio-Inspired Algorithms, Advanced Mathematics for AI
- Databases, Python, R, SQL, Data Visualization
Bachelor of Technology (B.Tech)
SRM Institute of Science and Technology, Chennai
- First Class with Honours
- Major: Electronics Engineering
Technical Expertise
Comprehensive data science and AI expertise focused on extracting insights, building predictive models, and delivering scalable solutions.
Data Science & Analytics
Statistical Analysis
Predictive Modeling
Data Mining
Business Intelligence
Data Visualization
A/B Testing
R
Tableau
Power BI
AI & Machine Learning
Fine-tuned Models
Reinforcement Learning
Deep Learning
NLP/Text Processing
Computer Vision
Model Optimization
TensorFlow
PyTorch
Data Engineering & ETL
Apache Spark
Pandas
NumPy
SQL
NoSQL
Data Pipelines
ETL/ELT
Data Warehousing
Real-time Processing
Backend & Cloud Infrastructure
Python
FastAPI
Django
AWS
Docker
Kubernetes
Microservices
Supabase
LLM APIs & Agents
OpenAI API
Claude API
Gemini API
DeepSeek API
Mistral API
Kimi API
MCP Server Agents
Prompt Engineering
Vector Stores & Graph DB
Pinecone
Weaviate
Chroma
Neo4j
AutoGen
CrewAI
Agent Frameworks
RAG Systems
MLOps
CI/CD for ML
Model Monitoring
Model Deployment
Model Versioning
A/B Testing
API Security
Observability
Current Focus
Transforming businesses through intelligent technology adoption and strategic mentorship.
Cloud Migration
Expert in migrating legacy on-premise systems to hybrid and cloud architectures. Specializing in AWS, Azure, and Google Cloud Platform with zero-downtime deployments.
AWSAzureGCP
Startup Mentoring
Guiding early-stage startups through technical strategy, product development, and scaling challenges. Focus on AI-first approaches and sustainable growth.
StrategyScalingAI-First
Additional Focus Areas
Building scalable backend APIs and microservices using Python frameworks
Implementing AI/ML solutions with fine-tuned models and RAG systems
Developing cloud-native AI/ML applications with zero-downtime deployments
Creating technical content and documentation for AI/ML best practices
Building autonomous AI agents and optimizing GenAI workflows
Focus on AI-first approaches and sustainable growth strategies