Rishika Mishra

Software Engineer

Bengaluru, Karnataka, India3 yrs 6 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Reduced manual reporting time by 70%
Improved data accuracy to 99.9%
Adept at building robust data pipelines

Stackforce AI infers this person is a Data Engineer with a strong focus on Fintech analytics.

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Skills

Core Skills

Data EngineeringAutomationData Analysis

Other Skills

APIsArtificial Intelligence (AI)AutoSysBusiness AnalysisBusiness InsightsBusiness ProcessC (Programming Language)Client PresentationCommunicationCore JavaCritical ThinkingCross-functional PartnershipsDB2Data CleaningData Modeling

About

Data Scientist and Analyst with 3 years of experience driving analytics and automation within financial systems. Skilled in Python, SQL, and Machine Learning, with a strong foundation in statistics, feature engineering, and predictive modelling. At Morgan Stanley (via Wissen Technology), I’ve delivered scalable data solutions that reduced manual reporting time by 70% and improved data accuracy to 99.9%. My work spans end-to-end analytics — from data wrangling and modelling to visualization and insight generation — enabling finance teams to make faster, data-backed decisions. I’m passionate about turning complex financial data into actionable insights that improve efficiency, profitability, and business performance. Adept at collaborating with cross-functional teams, data engineers, and business stakeholders to build robust data pipelines and implement predictive analytics at scale. Key Skills: Python | SQL | Machine Learning | Data Analysis | Predictive Modelling | Statistics | Tableau | Snowflake | Data Engineering Collaboration | Financial Analytics | Automation | Data Visualization

Experience

3 yrs 6 mos

Total Experience

1 yr 9 mos

Average Tenure

2 yrs 8 mos

Current Experience

Wissen technology

2 roles

Software Engineer

Promoted

Oct 2024 – Present · 1 yr 8 mos · On-site

Skilled in building scalable data pipelines, automating workflows, and enhancing efficiency with DevOps tools.
Pipeline Development: Built end-to-end pipelines for seamless data integration.
Database Expertise: Managed DB2 and Snowflake for secure, optimized storage.
Automation & Scheduling: Automated processes with AutoSys, improving reliability.
Scripting: Created custom Python & perl scripts for performance enhancements.
Unix Proficiency: Leveraged Unix for automation, setup, and troubleshooting.
Version Control: Utilized Git for efficient source code management and collaboration.

PythonSQLMachine LearningData EngineeringAutomation

Associate Software Engineer

Oct 2023 – Nov 2024 · 1 yr 1 mo · On-site

Hexaware technologies

Associate Software Engineer

Aug 2022 – Jun 2023 · 10 mos · Chennai, Tamil Nadu, India

Develop and maintain robust data collection systems and databases using APIs to ensure the accuracy and reliability of data.
Extract, transform, and load (ETL) raw data from various sources into a suitable format for analysis.
Conduct Exploratory Data Analysis (EDA) to identify trends, patterns, and insights that align with business objectives.
Perform data mining and profiling to detect data quality issues, implementing effective data cleaning strategies.
Utilize Python for web scraping techniques to collect data from APIs and integrate it into the analysis process.
Convert JSON data to data frames using the Pandas library for further manipulation and analysis.
Clean and prepare data, ensuring accuracy and completeness by eliminating duplicates, correcting errors, and filling in missing data.
Transform data frames into desired formats such as CSV or MySQL for optimal storage and retrieval.
Prepare and distribute regular reports to stakeholders, adjusting the frequency and content based on business requirements.
Demonstrate proficiency in data management, data modeling, and data transformation using Python and MySQL.
Collaborate closely with fellow analysts, data experts, and business stakeholders to deliver valuable insights and advanced analytics solutions.