Rahul Kumawat
Backend & ML Developer | Python • FastAPI • AWS • PostgreSQL • MongoDB
- Role
- Senior Software Consultant at TechBlocks
- Location
- Jaipur, RJ, IN
- LinkedIn followers
- 500 followers
Experience
Senior Software Consultant
Jun 2025 — Present · Hyderabad, IN
Developed and deployed backend services using Python and FastAPI, reducing API response time by 40%.Designed and optimized databases in PostgreSQL and MongoDB for high availability and scalability.Built and deployed machine learning models using scikit-learn, PyTorch, and TensorFlow for predictive analytics, classification, and recommendation systems.Implemented Natural Language Processing (NLP) pipelines for text classification, sentiment analysis, and entity recognition.Utilized PySpark for distributed data processing and large-scale machine learning workflows.Leveraged AWS services (Fargate, S3, Lambda, RDS, SageMaker) for scalable infrastructure and ML model deployment.Designed feature engineering and model optimization pipelines, improving ML accuracy by up to 20%.Applied deep learning architectures (CNNs, RNNs, Transformers) for advanced AI use cases.Implemented CI/CD pipelines to automate testing and deployment, improving release cycles by 25%.Collaborated with data scientists, frontend teams, and product managers to deliver AI-driven business solutions.Conducted performance tuning and monitoring for cloud-native applications, ensuring high uptime and reliability.
Education
Pandit Deendayal Upadhyaya Shekhawati University (PDUSU), Sikar
B.sc math, Mathematics
2016 — 2019
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