Ketki
Bengaluru, Bangalore Division, Karnataka, India
Experience: 6 years
Open to: Full-Time, Part-Time
Education: Masters
Availability: Immediate
Skills: AWS, Docker, GCP, Git, JavaScript, Jira, Jupyter Notebooks, Matplotlib, MongoDB, MySQL, Node.js, Notion, NumPy, pandas, PostgreSQL, Python, Python3, Tableau, TensorFlow
Previously worked at: India-based Companies, IT Service Companies, Product Companies, Startups
Assessment Score: 57
- Professional Experience: The candidate has over 5 years of experience in software and data development, including roles at Interviewer.AI, Whitecrow Research Pvt Ltd, Upstox, and Chenoa Information Services. They have developed and optimized several AI-driven solutions and web applications, with a focus on AWS cloud services, deep learning, and machine learning to enhance system performance and streamline processes.
- Machine Learning Expertise: The candidate has hands-on experience in building and deploying machine learning models, particularly in spam detection, customer churn prediction, and image classification. They have worked with frameworks like TensorFlow, Keras, and Scikit-learn to implement neural networks and deep learning algorithms, and are skilled in end-to-end project development, from data preprocessing to model deployment.
- AI & Cloud Solutions: As a senior software developer at Interviewer.AI, the candidate developed advanced AI-based video interview systems, integrating features like eye contact detection, body language analysis, facial recognition, and audio processing, using AWS Lambda, Rekognition, and Transcribe. Their ability to optimize cloud architecture with AWS tools showcases their proficiency in cloud-based AI solutions.
- Software Development and Optimization: In previous roles, the candidate has enhanced API performance, improved database efficiency, and developed custom solutions like internal dashboards, integrations with third-party services (WhatsApp, Google Calendar), and real-time data analytics using AWS technologies. They have also contributed to server security improvements and optimized internal systems for better performance.
- Education & Certifications: The candidate is currently pursuing a Post Graduate Program in Artificial Intelligence & Machine Learning from Great Lakes Institute of Management and holds a Master of Computer Application from Sardar Patel Institute of Technology. They are also AWS Certified Solutions Architect – Associate, demonstrating their expertise in cloud solutions.
- Technical Proficiency: The candidate is highly skilled in programming languages such as Python, JavaScript, Node.js, and SQL. They are proficient in using data science tools like Tableau, Keras, and Scikit-learn for machine learning and data visualization. Their technical expertise extends to deep learning (ANN, CNN, RNN), cloud technologies, CI/CD pipelines, and database management (PostgreSQL).