Bhargavi Mantri
Data Scientist at Arcus Policy Research (APR)- Claim this Profile
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Bio
Experience
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Arcus Policy Research (APR)
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India
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Research Services
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1 - 100 Employee
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Data Scientist
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Aug 2023 - Present
New Delhi, Delhi, India Project GAIN (Bill & Melinda Gates Foundation Initiative) – Enhancing Agriculture Market Sustainability ▪ Accomplished financial modeller, achieved <1% error rate in predicting prices for 6 agriculture commodities ▪ Analysed 1000+ indicators using ML Models (LSTM, NLP) leveraging Pandas, Numpy, Matplotlib, Seaborn ▪ Developed structural modelling equations, tested their accuracy (99%) & assessed factors driving crop prices ▪ Submitted Market Intelligence Report on 6 crops, for… Show more Project GAIN (Bill & Melinda Gates Foundation Initiative) – Enhancing Agriculture Market Sustainability ▪ Accomplished financial modeller, achieved <1% error rate in predicting prices for 6 agriculture commodities ▪ Analysed 1000+ indicators using ML Models (LSTM, NLP) leveraging Pandas, Numpy, Matplotlib, Seaborn ▪ Developed structural modelling equations, tested their accuracy (99%) & assessed factors driving crop prices ▪ Submitted Market Intelligence Report on 6 crops, for strategic decision making & risk management Show less
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I-PAC (Indian Political Action Committee)
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India
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Business Consulting and Services
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700 & Above Employee
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Associate Consultant
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Nov 2022 - Jul 2023
Vijayawada, Andhra Pradesh, India ▪ LEAD – Jagananna Suraksha Campaign (JSC) – Delivered 1Cr Govt. certificates benefitting 1.5Cr citizens ▪ Reduced man hours of 1.8k+ Mandal Level Officers, 1.5L+ Secretariat Staff across AP through (JSC) ▪ Analyzed 1L community issues of FSCS data, in AP. Presented to CS, District Collectors for issue redressal ▪ Developed Data Studio, Power BI dashboard. Has been used by DMs to track 67k+ community issues ▪ Created live news (2k+) tracking dashboard, suggested CMO entities for… Show more ▪ LEAD – Jagananna Suraksha Campaign (JSC) – Delivered 1Cr Govt. certificates benefitting 1.5Cr citizens ▪ Reduced man hours of 1.8k+ Mandal Level Officers, 1.5L+ Secretariat Staff across AP through (JSC) ▪ Analyzed 1L community issues of FSCS data, in AP. Presented to CS, District Collectors for issue redressal ▪ Developed Data Studio, Power BI dashboard. Has been used by DMs to track 67k+ community issues ▪ Created live news (2k+) tracking dashboard, suggested CMO entities for govt. intervention to counter fake news ▪ Mapped Self Help Groups (8.6L+) to respective ACs (175) to promote livelihood initiatives & address issues Show less
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Geo-Spatial Information Science & Engineering Fellow
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Jul 2022 - Nov 2022
Mumbai, Maharashtra, India ▪ Backend developer (1000+ indicators) for Nutrition India Info. Website, maintained by MoHFW, GOI ▪ Provided data driven solutions improving public health through 10 govt. interventions ensuring wellbeing ▪ Analysed & visualised Health Management Information System (HMIS) data (300+ indicators) for India ▪ Analysed huge data sets like HMIS, NHTS, SRS, NFHS. Written policy briefs for govt. intervention ▪ Generated digitized QGIS maps of Indian states, identified hotspots with high… Show more ▪ Backend developer (1000+ indicators) for Nutrition India Info. Website, maintained by MoHFW, GOI ▪ Provided data driven solutions improving public health through 10 govt. interventions ensuring wellbeing ▪ Analysed & visualised Health Management Information System (HMIS) data (300+ indicators) for India ▪ Analysed huge data sets like HMIS, NHTS, SRS, NFHS. Written policy briefs for govt. intervention ▪ Generated digitized QGIS maps of Indian states, identified hotspots with high malnutrition burden Show less
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Institute Student Companion Programme (ISCP)
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India
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Education Administration Programs
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1 - 100 Employee
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Student Companion
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Jun 2021 - May 2022
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Design Nominee
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Jun 2021 - May 2022
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Project Intern
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Sep 2021 - Mar 2022
Hyderabad, Telangana, India Analyzed anthropometrics of 20L children. Identified 1.8L+ as malnourished, calculated Z-Scores Generated standard deviation maps, grouped the children (1.8L+) based on Z-score severity using ENA Identified the districts with high mal nutrition and migration (hotspots) for government intervention Analyzed diverging public health trajectory of AP, TS post bifurcation - 285+ HMIS indicators, data cleaning Analyzed TS govt. initiative – Access of ICDS services to migrant households (5… Show more Analyzed anthropometrics of 20L children. Identified 1.8L+ as malnourished, calculated Z-Scores Generated standard deviation maps, grouped the children (1.8L+) based on Z-score severity using ENA Identified the districts with high mal nutrition and migration (hotspots) for government intervention Analyzed diverging public health trajectory of AP, TS post bifurcation - 285+ HMIS indicators, data cleaning Analyzed TS govt. initiative – Access of ICDS services to migrant households (5 Districts, 10 ICDS projects) Collected primary data from 1.8k migrant households, using Multi stage stratified cluster sampling method Framed hypothesis & tested through T-Test & Chi2 Test using MINITAB, drew conclusions Show less
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ITC Limited
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India
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Manufacturing
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700 & Above Employee
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Internship Trainee
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Jan 2020 - Jul 2020
Andhra Pradesh, India
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National Service Scheme
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India
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Non-profit Organizations
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700 & Above Employee
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NSS Volunteer
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Oct 2016 - Jun 2019
Andhra Pradesh, India
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Education
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Indian Institute of Technology, Bombay
Master of Technology - MTech, Technology and Development -
Acharya N.G. Ranga Agricultural University
Bachelor of Technology, Food Science and Technology