SHIKHAR SINGHAL
Software Developer
Bengaluru,KA
Summary
Highly skilled Machine Learning software development professional bringing enormous talents for software design, development and integration. Offering advanced knowledge of in-demand programming languages. Currently looking to change in software development. This field inspires a lot. Solved a lot problems in DSA. Currently looking to get challenged problems in real project
Overview
4
4
years of professional experience
7
7
years of post-secondary education
Work History
Data Science Consultant
TCG Digital Pvt. Ltd
11.2020 - Current
- Created platform focusing on establishing and maintain connections between consumers and small business in the Arts entertainment and Recreational Sector based on some behavioral questions
- Used Spring backend, react frontend and access token JWT that is generated when user logs in.
- Created Employee storage application using Springboot with MySQL Database.
- Created React App to monitor my daily task provided all the functionalities.
- HR Dashboard and Claim Dashboard - Developed pipeline and dashboard that leverages HR to monitor employee manpower, attrition, attendances leave and recruitment details at every level of departments.
- German 24 Hour Hydrogen Rally 2021 - Optimized 24h Route for client where used google map API and try customization based on point system and finding optimized route in real time and finished the rally on first place
- Corrosion Detection - Augmented pipeline using Object detection Mask CNN and VGG model to tag image with corrosion degree of material and to predict material life based on business and ecosystem condition
- Performed Image enhancement techniques as Binarization,Thinning, Rotation,and Image Alignment and used MakeSense.ai open source tool for annotating different images on different degree of corrosion .
- Resume parser and Ranker - Developed a pipeline which parse resume directory and extract and customize weights on keyword,college, years of Experience based on JD requirements using NLTK,Pytesseract,Word2vec,Spacy and Tf-id
- POCs on Cancer Detection and Pentaho Report Designer - Present many clients uses of Pentaho Report Designer,MCube platform for their reporting purposes
Data Science Intern
05.2019 - 07.2019
- Airline GDS Hit Rate Optimization - Developed a model with over 95% accuracy to optimize the Hit Rate, directly impacting the cost incurred
- Applied regression models like XgBoost and Random Forest to predict the price shock for different lags
- Hosted a server using the RestFul API to display the prediction accuracy and price shock for different lags.
Researcher
MASTER’S THESIS, IIT Kharagpur
Kharagpur
07.2019 - 06.2020
- Developed a model using OpenCV for positive/negative curvature and flexure for fracture characteriza- tion from 3D seismic data
- Performed Hourier Transform modelling to drive discontinuity, curvature attributes and estimated phys- ical parameters
- Awarded Prof.Supriya Mohan Sengupta Memorial Award for best Thesis in the Department
Education
Dual Degree - Exploration Geophysics
Indian Institute of Technology
Kharagpur 07.2015 - 05.2020
XII -
Kendriya Vidyalaya Jaipur No.1, CBSE
Jaipur 04.2013 - 04.2015
Skills
Languages and Databases
Python ,Java, C,AWS, Latex, SQL, Pyspark
Courses: Data Structures and Algorithm,Machine Learning, Deep Learning,DashboardsCRUD Operations, REST APIs,Data- Scrapping / Processing: BeautifulSoup, Pandas, Numpy, Matplotlib, Seaborn,Pytesseract
Libraries and Technologies: Scikit-learn, Pytorch, TF-IDF, Word2vec, Doc2vec, Transformers, spaCy, NLTKOpenCVTimeline
Data Science Consultant
TCG Digital Pvt. Ltd
11.2020 - Current
Researcher
MASTER’S THESIS, IIT Kharagpur
07.2019 - 06.2020
Data Science Intern
05.2019 - 07.2019
Dual Degree - Exploration Geophysics
Indian Institute of Technology
07.2015 - 05.2020
XII -
Kendriya Vidyalaya Jaipur No.1, CBSE
04.2013 - 04.2015