Akshay (RID : 474kwbrsbmh)

designation   Data Scientist

location   Location : Jaipur

experience   Experience : 3 Year

rate   Rate: $25 / Hourly

Availability   Availability : Immediate

Work From   Work From : Offsite

designation   Category : Information Technology & Services

Last Active: 17 Days ago
Shortlisted : 0
Total Views : 5
Key Skills
Python SQL database Google Sheets Pandas Dash SQLAlchemy
Discription

Akshay

Data Scientist

OBJECTIVE SKILLS

Data Scientist ~3 years in building data-intensive applications. Proficient in data processing, statistical modeling, predictive modelling, machine learning as well as Python & SQL. Capable of developing, testing & deploying highly adaptive services to translate business problem into substantial deliverables.

EXPERIENCE

Data Scientist – Marktine Technology Solutions

Nov 2021 – Current / Bangalore

  • Python, Data Structure, Algorithms
  • Statistics, Machine Learning, NLP, Deep Learning, Predictive Maintenance,
  • SQL, Plotly, Dash, Data Mining, RestAPI, Google API, NLTK, Spacy, Stanza
    • Currently working on Resume Parser to extract personal & professional details.

Analyst - Data Science - IKS Health

Nov 2020 – Nov 2021 / Navi Mumbai

    • Worked with operations & clinical audit team to understand business needs and performed analysis on the gather data to minimize the chartnote error made using creation stage by scribe.
    • Created SQL queries for multiple projects and analysed the data.
    • Fine-tuned the existing code of the team members and optimize runtime by ~80%.

Executive - Data Scientist - Unlimit IoT Pvt Ltd

March 2019 - July 2020 / Mumbai

    • Implemented and tested predictive maintenance solution for UV lamps to reduce the downtime almost by 10% and helping the maintenance team to reduce the unwanted downtime (~4-6hrs/week)
    • Guiding teammate related to IoT platforms and analytics. Designing and defining data strategy. governance and business for data monetizing. 
    •  
    • PROJECTS

Chartnote Error Detector: Dec 2020 – Nov 2021

  • Gathered data from the audit team and analysed the type various type of contradiction in the clinical chartnote using Python. Built chartnote parser which parse data in into section within a second.
  • Analysed error text from the error sheets and figured out contradiction pairs, spell errors & taboo word errors in the text.
  • Created daily dashboard using Dash which involves fetching the results of contradiction detection errors, spell errors & taboo word errors from SQL database & Google Sheets.
  • Created weekly governance dashboard.
  • Tools: Python, Numpy, Pandas, Flask, Google Sheet API, Dash, SQLAlchemy.

Chartnote Reader App Dec 2020 - Jan 2021

    • Created SQL queries and fetched chartnote from SQL database using SQLAlchemy and converted data from HTML to text.
    • Created regex to section various sections and tags in the chartnote.
    • Created Dash app to read the text for the section from the parsed chartnote and push data back to DB,

EDUCATION AND TRAINING

      • Post Graduate Program: Data Science, Big Data and Business Analysis - Aegis School of Data Science (2019) - Mumbai
      • Bachelor of Engineering: Information Technology - Prof. Ram Meghe Institute of Technology & Research (2016) – Amravati
      • Diploma: Information Technology - Priyadarshini Polytechnic (2013) – Nagpur

EXTRACRICULAR ACTIVITIES: Kick-Boxing Trainer | Mix Martial Arts Player INTERESTS: Mix Martial Arts | Cyber Security | Back-End Development | Blockchain

 
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