Milan Chandrakar

About Milan Chandrakar

Passionate Analyst who crafts stories from raw data! Experienced in structuring & analysing Data with demonstrated history of delivering quality projects in the field of Data Science, Data Visualization, Automation and Project Management. I cherish responsibilities, I led my Institute team for National Level Robotics event (Robocon) during my Bachelors. My problem-solving approach involves exploring challenges from multiple angles, embracing a multi-faceted perspective.# A habitual observer, seeking patterns in the way of life.

Experience

1. Data Scientist

   Znova Pvt Ltd

   Feb 2023 — Present · Bengaluru, IN

   As a Data Scientist, I was responsible for smooth execution and management of the projects. I was involved in multiple stages of Product dev. like R&D, Data scrapping, cleaning and analysis along with model building and deployment in Database Infra.(SQL servers). Moreover, I also had the opportunity to work in trending tools like GPT APIs, NLP tools, etc. PROJECTS: 1) Market Intelligence Platform Development (Defence sector) • Contributed to development of an intelligent research platform, enabling businesses to analyse defence market trends, the platform reduced client’s average research time from 4 hours to 30 minutes. • Identified relevant data from multiple sources, employed web scraping & OCR tech. for extraction. • Converted unstructured texts into structured (CSV) format, leveraging the OpenAI API and employed data standardization tech.(used Regex & Pandas) to ensure data quality and consistency. • Designed multi-layered clustering algorithm, with fuzzy logic, to optimize keyword-based search engine. • Established & maintained database infrastructure using SQLAlchemy (Python), MySQL & automated end to-end processes, using AWS (EC2 service). 2) Website Traffic Prediction Model • Developed a Regression Model to estimate traffic, got 80% R-squared (R2) score via cross-validation. • Conducted Exploratory Data Analysis (EDA) to identify key features amongst given 40+ features. • Performed essential pre-processing tasks, including Feature Engineering, Outlier Treatment, etc. • Produced comprehensive Excel reports showcasing essential performance metrics (R2, AIC, MAE) and correlation charts, along with offering strategic recommendations for the client\'s future actions. • Tools used– Sklearn, Seaborn, Pandas, Numpy. Thanks to Znova, I now feel confident that I can handle any other data science related project that comes to me in future.

Education

• National Institute of Technology Raipur

  Bachelor of Technology (B.Tech.)

  2015 — 2019

• Delhi Public School - India

  Central Board of Secondary Education

  2011 — 2015