Renju Reji
Hyderabad
Summary
Adept Machine Learning Engineer from TCS , known for enhancing decision-making processes by integrating advanced models into mainframe systems. Collaborates effectively across teams, with proficiency in Python and a knack for innovative problem-solving.
Overview
6
6
years of professional experience
1
1
Certification
Work History
Machine Learning Engineer
TCS Adibatla
03.2018 - Current
- Prototyped machine learning applications and quickly determined application viability.
- Created customized applications to make critical predictions and decisions.
- Spearheaded the integration of machine learning models into existing mainframe systems, enhancing decision-making processes.
- Developed predictive models using Python and TensorFlow, leading to a 30% increase in accuracy for forecasting business outcomes.
- Collaborated with cross-functional teams to design and deploy machine learning solutions.
- Conducted data analysis and preprocessing using Pandas and NumPy, ensuring high-quality input data for machine learning models.
- Integrated machine learning models into a mainframe system to optimize credit risk assessment, reducing default rates by 15%.
- Developed and implemented a regression model for flood prediction using meteorological and hydrological data, achieving accurate forecasts of water levels and contributing to enhanced disaster preparedness and risk management
- Developed and deployed a binary classification model to accurately predict poisonous mushrooms, enhancing safety measures by identifying toxic species based on their physical and chemical properties.
Education
Btech - Electronics And Communications Engineering
Geethanjali College of Engineering And Technology
Hyderabad, India07.2017
Skills
Technical skills:
Programming Languages:
- Python
- SQL
- JCL
Machine Learning
- Python (NumPy, Pandas, Scikit-learn, TensorFlow)
- Data Preprocessing and Cleaning
- Model Development and Training
- Feature Engineering
- Model Evaluation and Optimization
- Deployment of Machine Learning Models
- DB2
Tools & Frameworks:
- IBM Mainframe Tools
- TensorFlow
- Scikit-learn
- Git
Accomplishments
- Awarded “Best Performer” at TCS.
- Flaged as a High Talent Associate in TCS and received 100% hike on clearing assessments.
Certification
Machine learning and Deep learning specialization from courseera.
Timeline
Machine Learning Engineer
TCS Adibatla
03.2018 - Current
Btech - Electronics And Communications Engineering
Geethanjali College of Engineering And Technology
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