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Anouska Kashyap

@anouskakashyap

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I build applied ML, data pipelines, and AWS analytics tools that turn smart-meter data into decisions.

India

Message

What I'm looking for

I'm looking to build applied ML, data engineering, and analytics solutions that turn complex data into reliable, scalable decisions.

At Secure Meters, I build applied ML and data systems for smart-meter analytics. My Clue Generation Tool reduced incident-analysis time from 45–60 minutes to under five minutes using Python, statistical analysis, clustering, anomaly detection, and predictive models.

I also built a multi-agent RAG chatbot with LangGraph, LangChain, Qdrant, AWS OpenSearch, Lambda, S3, and API Gateway, achieving 84–85% accuracy and 98% consistency on a 60-question evaluation set. For load-cell integration, I designed database extraction, ETL, REST API, and dashboard workflows while improving pipeline and query performance by 25–30%.

I bring hands-on experience in Python, SQL, machine learning, data engineering, exploratory analysis, and visualization, supported by a Computer Science degree.

Experience

Work history, roles, and key accomplishments

Current

Software Developer

Current

Secure Meters Ltd

Jan 2025 - Present (1 year 7 months)

Developed automated analytics systems for smart-meter data, reducing analysis time by 85%. Built a multi-agent RAG chatbot and optimized data workflows for load-cell integration.

Python SQL Pandas NumPy scikit learn Random Forest Logistic Regression XGBoost LangGraph Qdrant AWS Lambda S3 API Gateway PostgreSQL DuckDB ETL REST APIs Docker Git

Graduate Engineer Trainee

Secure Meters Ltd

Jul 2024 - Dec 2024 (5 months)

Built a scalable analytics pipeline for smart-meter time-series data, performing EDA, clustering, and anomaly detection to identify consumption patterns.