I am a Senior Software Engineer with 7 years of experience building enterprise software, scalable data platforms, cloud-native pipelines, and real-time decisioning solutions.
My current focus is at the intersection of:
🔹 Data Engineering
🔹 Cloud Data Platforms
🔹 Distributed Data Processing
🔹 Applied AI & Machine Learning
🔹 Generative AI & Agentic Workflows
- 🔭 Currently working on scalable data integration and processing solutions
- ☁️ Building cloud-native pipelines using AWS
- ⚡ Working with batch and real-time data processing architectures
- 🧠 Exploring Generative AI, LLM applications, and AI agents
- 📊 Interested in machine learning, statistics, optimization, and predictive analytics
- 🎓 Pursuing an MS in Applied Artificial Intelligence at the University of San Diego
- 💡 Passionate about building systems that transform data into intelligent decisions
- Regression
- Classification
- Clustering
- XGBoost
- Time Series Forecasting
- Bayesian Inference
- Statistical Modeling
- Mathematical Optimization
- NLP
- Sentiment Analysis
- Named Entity Recognition
- Large Language Models
- Google Gemini
- Retrieval-Augmented Generation
- AI Agents
- Agentic Workflows
- Tool Calling
- AI-powered Automation
A scalable data pipeline for ingesting, transforming, aggregating, and analyzing data using cloud-native services.
Technologies:
AWS S3 AWS Glue AWS Lambda PySpark PostgreSQL Athena
Designed batch and streaming data processing workflows for real-time analytics and decisioning use cases.
Technologies:
Apache Spark Kinesis Kafka SQS EventBridge Python
Proof-of-concept applications exploring LLM-powered automation, intelligent decision-making, and agentic workflows.
Technologies:
Google Gemini LLMs Python AI Agents
Machine learning and statistical modeling projects involving prediction, inference, forecasting, optimization, and model evaluation.
Technologies:
Python Scikit-learn Pandas NumPy StatsForecast XGBoost
Applied NLP techniques to extract insights from unstructured data sources including news, social media, and legal information.
Technologies:
Python NLTK spaCy Sentiment Analysis NER
- Advanced Data Engineering
- Distributed Systems
- Generative AI
- AI Agents
- Machine Learning Systems
- Cloud Architecture
- Data Platform Design
💼 LinkedIn: Connect with me
📧 Email: smriti.shikha@gmail.com