Lalith Reddy
Hyderabad
Summary
Results-driven Software Developer with 3 years of experience in building and maintaining scalable applications using Python, FastAPI, Flask, and React. Skilled in AWS services and data engineering, leveraging tools like TensorFlow and Apache Spark for AI/ML projects. Proficient in Agile methodologies, API integration, and collaborating across teams to deliver efficient software solutions.
Overview
1
1
Certification
3
3
years of professional experience
Work History
Junior Software Engineer
Hetero Healthcare Ltd
11.2024 - Current
- Developed backend services and REST APIs using Python, FastAPI, and Flask based on business requirements.
- Developed and integrated React frontend components with backend REST APIs.
- Implemented CRUD operations, data validation, error handling, and API response management.
- Implemented JWT authentication and authorization to secure application APIs and user access.
- Developed unit and API test cases using Pytest, enhancing application reliability through effective debugging and defect resolution.
- Designed database tables and developed SQL queries using MySQL, PostgreSQL, and MSSQL.
- Containerized applications using Docker and supported application deployment across environments.
- Supported CI/CD pipelines, streamlining automated build, testing, and deployment processes.
- Used Git for version control, branching, merging, and collaborative development.
- Technology Used: Python, FastAPI, Flask, REST APIs, JWT, React, JavaScript, SQL, MySQL, PostgreSQL, MSSQL, AWS EC2, S3, RDS, Lambda, Docker, Git, CI/CD, Pytest
Intern Software Engineer
Samskriti Business Solutions
08.2023 - 11.2024
- Performed data extraction, cleaning, preprocessing, and transformation using Python, Pandas, and NumPy.
- Developed and maintained ETL pipelines to efficiently integrate and process data from diverse sources.
- Created and scheduled automated data workflows using Apache Airflow, managing task dependencies and ensuring robust failure handling.
- Used Apache Spark for processing and transforming large datasets.
- Worked with Apache Kafka for event streaming and real-time data processing.
- Developed machine learning models using Scikit-learn and XGBoost for classification and regression use cases.
- Worked with TensorFlow and PyTorch for developing and experimenting with machine learning/deep learning models.
- Performed feature engineering, model training, validation, and performance evaluation.
- Used AWS S3 for storing datasets and AWS SageMaker for machine learning development and model-related workflows.
- Developed Python-based APIs to expose machine learning predictions for application integration.
- Implemented data validation and quality checks within ETL and ML workflows.
- Collaborated with development and data teams in an Agile environment to effectively meet project requirements.
- Technology Used: Python, Pandas, NumPy, Scikit-learn, XGBoost, TensorFlow, PyTorch, Apache Airflow, Apache Spark, Apache Kafka, ETL, AWS S3, AWS SageMaker, Docker, Git, Pytest, Matplotlib, Plotly, SQL, PostgreSQL
Education
M.Tech - Artificial Intelligence & Machine Learning
BITS Pilani
Hyderabad05-2027
B.Tech - Computer Science – AI & ML
MLR Institute of Technology
Hyderabad08-2024
Skills
- Python
- FastAPI
- Flask
- REST APIs
- React
- JavaScript
- SQL
- MySQL
- PostgreSQL
- MSSQL
- Pandas
- NumPy
- Scikit-learn
- ETL Pipelines
- Apache Airflow
- Apache Spark
- AWS
- Docker
- Git
- CI/CD
- Pytest
- Unit Testing
- Plotly
- NET
- NET Core
Certification
- AWS AI/ML
- Google Vertex AI
- Google Generative AI
Projects
- InsightIQ – AI Analytics Platform, FastAPI, React, AWS, Scikit-learn, XGBoost, SageMaker, Built analytics platform with dashboards, prediction APIs, monitoring and scalable deployment.
- Face Recognition System, Implemented PCA and ANN-based face recognition and benchmarked against baseline models.
- AI Wildlife Monitoring, Developed TensorFlow-based computer vision solution for real-time wildlife monitoring and automated alerts.
- Digital Document Cryptography, Built RSA/AES based secure document encryption and digital signature solution.
- Neurofeedback Meditation App, Created ML-powered personalized meditation recommendation web application.
Leadership Community
- IUCEE & Engineers Without Borders, Volunteer Educator
- ASWA & KV Ashram, Volunteer Educator
- T-Hub / TITA, Event Organizer
Core Competencies
Python, JavaScript, SQL, .NET, .NET Core, FastAPI, Flask, REST APIs, JWT Authentication, React, Scikit-learn, TensorFlow, PyTorch, XGBoost, Pandas, NumPy, AWS (EC2, S3, RDS, SageMaker, Lambda), Docker, Git, CI/CD, Apache Airflow, Apache Spark, Apache Kafka, ETL Pipelines, MySQL, PostgreSQL, MSSQL, Pytest, Unit Testing, Plotly, Matplotlib
Timeline
Junior Software Engineer
Hetero Healthcare Ltd
11.2024 - Current
Intern Software Engineer
Samskriti Business Solutions
08.2023 - 11.2024
M.Tech - Artificial Intelligence & Machine Learning
BITS Pilani
B.Tech - Computer Science – AI & ML
MLR Institute of Technology