Vighneshwar Mishra
@vighneshwarmishra
Data Scientist at Mantle-labs
Mumbai
7+ years experienced, meticulous & result-oriented Senior Data Scientist armed with a proven track record of analytical acumen in deploying complex machine learning and statistical modeling algorithms/techniques for identifying patterns and extracting valuable insights. Possesses diverse experience in planning & executing multiple projects and liaising with the key stakeholders to identify & resolve business problem statement and deliver excellent results.
Experience
Data Scientist
Mantle-labs
Analytics & Machine learning Methodologies; Optimization & Algorithm Development; Statistical Modeling and analysis
Data Analyst and measurement Scientist
BARC India
Undertook generation of crop health, classification, and productivity for clients around the globe with the accuracy of more than 80%; Initiated crop classification of more than 3+ crops using unsupervised learning; Spearheaded Crop yield prediction automation using variables such as rain, weather, etc., with an accuracy of 72%; Fostered flood-impacted regions with their impact on crops to help insurance companies with their claims; Deployed API classifying for deforestation of desired area processing time less than 2 secs with help of rest API. Also cultivated mapping of the deforested area over the period of 10 years with the stats of deforested area; Developed algorithm for the season early and delay for cropland all over India for better cropping for millions of farmers; Designed algorithm for the flagging of start, peak, and end decade of seasonality for Rabi, Khareef, and annual seasons with 78% accuracy; Amplified crop productivity to stop overestimating any individual crop with accuracy ranging from 70-85% of major crops; Formulated crop shift for the specific country within 7 years to understand the behavioral pattern of farmers with the precision of 80-95%; Designated to mask the crop mask to remove non-cropland from classification for reporting yield which inlines with market numbers with 90-95 % accuracy; Generated end to end analysis report using raw data for channel related queries. Worked on more than 150+ issues related to anomaly of channel's viewership or queries of business team.
Software Engineer
IT Source
Education
LJMU
M.Sc. in Data science
Data Science
Research Topic - Image dehazing using GANs
IIIT Banglore
Post Graduation Certification in Data Science
Data Science
Course Modules:
Licenses & Certifications
Post Graduation Certification in Data Science
IIIT Banglore