Rishav Kumar
SDE @ CAMS | MCA\'25 NIT JSR
- Role
- Sde at CAMS
- Location
- Jamshedpur, JH, IN
- LinkedIn followers
- 500 followers
About Rishav Kumar
Driven by an unwavering commitment to solving the unsolvable, I thrive where complexity meets opportunity—turning challenges into actionable results with high agency and relentless focus.Programming Languages Python, C, C++, Java, JavaScriptMachine Learning & AI Supervised & Unsupervised Learning, Feature Engineering, Model Evaluation Hyperparameter Tuning, Prompt Engineering, Deep Learning, LLMs, Generative AI, NLPAI/ML Frameworks & Libraries TensorFlow, PyTorch, Keras, OpenAI API, Hugging Face Transformers NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, OpenCVDatabases & Data Storage MySQL, MongoDB, Vector Databases (FAISS, Pinecone, Weaviate)Web & AI Integration MERN Stack Development (MongoDB, Express.js, React, Node.js) AI Integration with LangChainAdvanced AI/ML Techniques Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs) Text, Image, and Video Generation (Stable Diffusion, DALL·E) Reinforcement Learning, Anomaly Detection, Recommendation SystemsTechnologies & Development Tools Unix/Linux, Git, GitHub, Google Colab, Jupyter NotebookSoftware Engineering & System Design Object-Oriented Programming (OOP), Networking, DBMS, Operating System Software Engineering, System Design, Code Review, DebuggingLanguages English, Hindi (Professional Proficiency)Notable Project:Brain Tumor Detection And Classification Using Convolutional Neural Network ->Analyzed a CNN model using Keras to classify over brain MRI images for tumor detection, achieving 93% accuracy in distinguishing tumor vs. no tumor cases-> Optimized performance with 91% precision, 92% recall, and a 91.8% F1 score by applying image pre-processing, batch normalization, and dropout to prevent overfitting.
Experience
Sde
Jul 2025 — Present · Chennai, IN
Education
Anugrah Narayan (A.N.) College, Patna
Bachleor Of Computer Applications
2018 — 2021
National Institute of Technology Jamshedpur
Master of Computer Applications - MCA
2022 — 2025
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