Akshay, Data Scientist | Bench Resource on Contract

Akshay (RID : 1ate6l7sx0sey)

Data Scientist

Location : Jaipur

Experience : 3 Year

Rate: $25 / Hourly

Availability : Immediate

Work From : Offsite

Category : Information Technology & Services

Shortlisted : 0

Total Views : 126

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