AUMKAR BHAMANGOL
@aumkarbhamangol
Associate Data Engineer (Intern) at PARENTHESES SYSTEMS (Humac.ai)
Pune
Experienced Data Engineer with a strong data analysis, statistical modeling and feature engineering background. Proven track record in developing end-to-end solutions, and delivering actionable insights. Skilled in public speaking and passionate about sharing knowledge in the field of Artificial Intelligence.
Experience
Associate Data Engineer (Intern)
PARENTHESES SYSTEMS (Humac.ai)
Developed and deployed end-to-end data ingestion pipeline from MQTT -> Kafka -> Feature Engineering -> Postgres Database. Worked with GPT4o, gpt3.5, AzureOpenAi, Phi-2, Multiagent Framework such as CrewAi, Autogen, LlamaIndex, Langchain, Langgraph. Engineered features from timeseries data for monitoring the workforce's proximity on shopfloor increase productivity by 60%. Build custom NLP-to-SQL solution using LlamaIndex & Autogen for communicating with enterprise tabular data in natural language using OpenAI with 84% accuracy. Developed custom RAG for interacting with Machine Operating Manuals PDF (Error code) helping managers to resolve problems 90% faster.
Data Scientist (Intern)
Halcyonminds Technologies
Developed Apori Algorithm for Basket Analysis for cross-selling based on items in Basket increasing sales by 23%. Successfully predicting optimal product stocking strategy based on seasonality and trends reducing CAPEX investment by 40%. Implemented Dynamic Discounting on products to increase the churn rate in stores by 15%.
Education
NBNSSOE, Pune
Bachelor of Technology in Engineering
Information Technology
ASHOKA Junior College, Pune
Intermediate
Licenses & Certifications
AWS Certified Cloud Practitioner Certification
AWS
Analytics with SQL and Python Certification
Lean Six Sigma White Belt
Binghamton University
Art Of Influencing Through Psycho-Geometrics
Generative AI using AzureOpenAI
Docker Foundations Professional Certificate