Nikhilnath KV
Azure Data Engineer
Ernakulam
Summary
Machine Learning Engineer with 5+ years of broad based experience in building data-intensive application. Worked on multiple initiatives using natural language processing techniques. Widely used LLM models and GPT models for summarization, question-answering tasks. Worked and implemented various AI based techniques and object recognition algorithms in production deployed projects. Has broad experience in cloud computing platforms such as Azure, working on offerings such as Data Factory, Azure Function, Web Apps, Databricks, cognitive services etc. Good understanding of graph database (Neo4j).
Overview
6
6
years of professional experience
Work History
Senior Associate
EY
09.2022 - Current
- Widely used Open AI / Azure GPT models for question answering tasks
- Used Embedding models for similarity searches
- Trained and implemented various ML models in Azure databricks for document intelligence for classification such as logistic regression, XG Boost etc.
- Used Azure Data Factory for data orchestration, data integration and data transformation. Build pipelines for various use cases
Associate
EY
06.2019 - 09.2022
- · Worked productively with Product Team to understand requirements and business specifications around Audit reviews and tie outs. Implemented AI based techniques to achieve improvement by 70%.
- Have used azure intelligent API endpoints such as form recognizer and cognitive services to extract PDF elements and structures
- Used Object recognition (ML) algorithm to custom train and predict elements from ID cards and form data
Associate Data Scientist
Spia Tech
07.2018 - 06.2019
- Implemented time series data analysis using visualization tools to derive business insights
- R&D implementation of various machine learning algorithms such as regression, Neural network - LSTM, Xgboost and optimization by tuning various hyper parameters.
Education
M.Sc - Computer Science Specialized in Data Analytics
IIITM-K
Trivandrum 08.2016 - 05.2018
B.Tech - Computer Science
SNGIST
Kochi 06.2013 - 08.2016
Skills
NLP Document Intelligence, NLP
Microsoft Azure databricks
Python
Object detection
Azure Data Factory
Machine Learning
Artificial Intelliegence
Databricks
Prompt Engineering
Azure Open AI
Azure SQL
Timeline
Senior Associate
EY
09.2022 - Current
Associate
EY
06.2019 - 09.2022
Associate Data Scientist
Spia Tech
07.2018 - 06.2019
M.Sc - Computer Science Specialized in Data Analytics
IIITM-K
08.2016 - 05.2018
B.Tech - Computer Science
SNGIST
06.2013 - 08.2016