Sumant
Bengaluru, Bangalore Division, Karnataka, India
Experience: 1 years
Open to: Fractional, Full-Time, Part-Time
Education: Masters
Availability: Immediate
Skills: AWS, Azure, Docker, JavaScript, Jupyter Notebooks, LLMs/ChatGPT, MongoDB, MySQL, NumPy, Oracle, pandas, PostgreSQL, Problem Solving, Python3, PyTorch, React, scikit-learn, Selenium
Previously worked at: India-based Companies, Startups
Assessment Score: 79
- Educational Background: The candidate has completed their Master of Computer Applications (MCA) from the Central University of Karnataka with an impressive 88% and holds a B.Sc. in Mathematics from Magadh University. Their educational journey includes foundational studies in mathematics and science from Bihar School Examination Board.
- Technical Expertise: The candidate possesses strong technical skills in Python, C/C++, MySQL, and web technologies like HTML, CSS, and JavaScript. They are proficient in data science concepts, machine learning, deep learning, image processing, and natural language processing (NLP). Additionally, they are skilled in popular libraries and tools like TensorFlow, Keras, OpenCV, NLTK, Scikit-learn, and Hugging Face Transformers.
- Internship Experience: The candidate worked as a Data Science Intern at IIT Jodhpur’s Social Network Analysis and Application Lab, where they focused on Indian Multi-lingual Aggression Dataset development and aggression detection using models like BERT, RoBERTa, and Llama. They also applied topic modeling techniques using large language models.
- Project Highlights: The candidate has worked on innovative projects like a novel fruit classification model using learnable weighted skip connections, achieving 99.25% accuracy. Other notable projects include nail disease detection through image processing and machine learning, with 85% accuracy, and Twitter post aggression detection, where they utilized various models including Naive Bayes, SVM, and GPT-3 for improved classification.
- Certifications: The candidate has completed specialization courses in Deep Learning and Machine Learning from Coursera, and a course in Data Structures & Algorithms using C and C++ from Udemy, enhancing their theoretical and practical knowledge in these areas.
- Extracurricular Activities: Demonstrating leadership skills, the candidate served as the captain of their university’s cricket team during Ankur Fest, showcasing teamwork and organizational abilities outside of academics and technical work.