Experience

Apex IT System, Inc

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Database Analyst Intern

  • Aug 2023 - Present



University of Colorado Denver

• United States
• Higher Education
• 700 & Above Employee

• Research Assistant

  • Jun 2022 - Sep 2022

  ● Worked on two adaptive real time motor and drone dataset to implement the procedure for injecting, detecting, verifying, and identifying anomalies. ● Applied different data preprocessing techniques (handling missing values) to clean the dataset. ● Used Pearson Correlation to identify the relationship between variables. ● Applied multiple linear regression algorithm to calculate the standardized regression coefficient (SRC) values between variables. ● The value of SRC provided a direct interpretation of the individual effect of input variable on the output variance. ● Ranked and visualize the SRC values using undirected graph. Show less



Monocept

• India
• Software Development
• 200 - 300 Employee

• Data Scientist

  • Jan 2020 - Aug 2021

  • Conducted exploratory data analysis (EDA) and feature engineering on large datasets to identify trends and insights. Collaborated with cross-functional teams to deploy machine learning models into production, ensuring seamless integration. • I successfully implemented a combination of advanced techniques, including Quantization, Pruning, Knowledge Distillation, and Model Quantization and Compression algorithms, to effectively reduce the model size while preserving model accuracy, improving model runtime performance, and reducing memory usage. • Performed data cleansing, preprocessing, and transformation to prepare datasets for analysis. • Conducted regression analysis and hypothesis testing to uncover patterns and trends in general insurance financial transactions. • Proficient in applying feature scaling techniques to insurance datasets as part of data preprocessing. • Employed standardization and normalization methods such as z-score scaling and min-max scaling to bring numerical features to a common scale. Show less



National Takaful Insurance Company

• 1 - 100 Employee

• Data Scientist -I

  • Jul 2019 - Dec 2019

  • Developed predictive models for underwriting screens, resulting in a 15% reduction in insurance claims and a 10% increase in profitability. • Utilized A/B testing methodologies to refine risk assessment models for insurance underwriting. • Utilized the bias-variance trade-off to enhance claim fraud detection algorithms. • Proficiently employed a wide range of classification metrics to assess the performance of insurance-related predictive models. • Developed predictive models for underwriting screens, resulting in a 15% reduction in insurance claims and a 10% increase in profitability. • Utilized A/B testing methodologies to refine risk assessment models for insurance underwriting. • Utilized the bias-variance trade-off to enhance claim fraud detection algorithms. • Proficiently employed a wide range of classification metrics to assess the performance of insurance-related predictive models.



LinkTag, collaboration that succeeds

• India
• Information Technology & Services
• 1 - 100 Employee

• Database Developer

  • Dec 2018 - Jun 2019

  ● Creation of database objects like tables, views, synonyms, materialized views, stored procedures, packages using Oracle tools like PL/SQL developer. ● Experience with performance tuning for Oracle RDBMS using explain plan and hints. ● Creation of database objects like tables, views, synonyms, materialized views, stored procedures, packages using Oracle tools like PL/SQL developer. ● Experience with performance tuning for Oracle RDBMS using explain plan and hints.



3i Infotech Ltd.

• India
• IT Services and IT Consulting
• 700 & Above Employee

• Oracle Software Associate

  • Apr 2016 - Nov 2018

  ● Involved in all phases of the SDLC (Software Development Life Cycle) from analysis, design, development, testing, implementation and maintenance with timely delivery against aggressive deadlines. ● Expertise in client-server application development using oracle 11g/10g, PL/SQL, TOAD and SQL*LOADER. ● Created Tables, Views, Constraints, Index (B Tree, Bitmap and Function based). ● Involved in all phases of the SDLC (Software Development Life Cycle) from analysis, design, development, testing, implementation and maintenance with timely delivery against aggressive deadlines. ● Expertise in client-server application development using oracle 11g/10g, PL/SQL, TOAD and SQL*LOADER. ● Created Tables, Views, Constraints, Index (B Tree, Bitmap and Function based).