Experience

CoinTribe Technologies

• India
• Financial Services
• 1 - 100 Employee

• Intern

  • May 2016 - Jul 2016

  Gurgaon, India Guide: Rahul Kapil, Principal Data Scientist, CoinTribe Technologies Pvt. Ltd. Address Classification and Validation Algorithm (Area: Fraud Detection, NLP, Text Mining) - Developed a fraud detection algorithm to classify and give a confidence match score between declared and documented address - Pre-processed address strings; stripped prefix, suffix and other unwanted characters; used stemming and abbreviation correction - Extracted address components and classified them into… Show more Guide: Rahul Kapil, Principal Data Scientist, CoinTribe Technologies Pvt. Ltd. Address Classification and Validation Algorithm (Area: Fraud Detection, NLP, Text Mining) - Developed a fraud detection algorithm to classify and give a confidence match score between declared and documented address - Pre-processed address strings; stripped prefix, suffix and other unwanted characters; used stemming and abbreviation correction - Extracted address components and classified them into different waterfalls; used Google Maps API to get GPS coordinates - Applied phonetics, spell correction, Levenshtein distance for string similarity percentage and weighed various scores - Published an API which returns final confidence match score and verdict as match or mismatch along with a valid standardized address Companies Ranking based on Google PageRank Algorithm (Area: Link Analysis, PCA) - Formulated probabilistic rank of companies based on inter-company transaction data over a certain time period - Used link analysis algorithm assuming debit and credit transactions as outgoing links and in-links respectively and amount as weights - Implemented regression model along with PCA over time-series datasets to predict companies' ranking in some future time Show less



Mahindra Group

• India
• Executive Offices
• 700 & Above Employee

• Intern

  • May 2015 - Jul 2015

  Pune Area, India Increasing productivity in S101 Engine assembly and testing through cycle time reduction (Area: Assembly Line, Cycle Time) Guide: Shiva Ryali, Manager Manufacturing, MHEPL • Optimization of operation cycle time in the engine assembly line using time-motion study and elimination of Non-Value added activities • Analysis of existing time required for different tasks at each workstation; identification of unnecessary operator movements • Implemented Line Balancing, Workstation… Show more Increasing productivity in S101 Engine assembly and testing through cycle time reduction (Area: Assembly Line, Cycle Time) Guide: Shiva Ryali, Manager Manufacturing, MHEPL • Optimization of operation cycle time in the engine assembly line using time-motion study and elimination of Non-Value added activities • Analysis of existing time required for different tasks at each workstation; identification of unnecessary operator movements • Implemented Line Balancing, Workstation Standardization (WSS), Kaizen Method; proposed to increase automation at some stations • Improved production efficiency of the assembly line through reduction in cycle time by around 16% Show less



Tata Steel

• India
• Mining
• 700 & Above Employee

• Research Intern

  • Jun 2014 - Jul 2014

  Jamshedpur Area, India Development of permanent magnet from steel industry by-products (Area: Hard Ferrites) Guide: Manish Kumar Bhadu, Prinicipal Researcher, Tata Steel - Selected for 6 week project to implement my idea through an open innovation challenge Mind Over Matter conducted by Tata Steel - Proposed and worked on the formation of ferrites by utilizing by-products such as slag and red oxide (alpha-Iron Oxide) - Prepared ferrites by mixing barium and strontium carbonate separately with iron oxide… Show more Development of permanent magnet from steel industry by-products (Area: Hard Ferrites) Guide: Manish Kumar Bhadu, Prinicipal Researcher, Tata Steel - Selected for 6 week project to implement my idea through an open innovation challenge Mind Over Matter conducted by Tata Steel - Proposed and worked on the formation of ferrites by utilizing by-products such as slag and red oxide (alpha-Iron Oxide) - Prepared ferrites by mixing barium and strontium carbonate separately with iron oxide and doped them with slag in different proportions - Demonstrated that sample mixture with 10-20% of slag composition shows best magnetic properties through XRD and VSM experiments Show less