Your friendly neighborhood AI Engineer

• Programming Languages: Python (advanced), R (intermediate), C++ (intermediate), Java (Basic), JavaScript (Basic), C (intermediate), Julia , MySQL

• LLM: Fine-Tuning LLMs for Custom Use-case, Multi-Ai Agentic sytems, Instruction Fine-tuning, Prompt Engineering, Prompt Tuning, Lora, QLora, Deepspeed, Distributed training and Quantization, Implemented RAG, GraphRAG, LightRAG, Self RAG, Transformers, Longformer, Bias mitigation, Explainable Ai, SHAP, Custom-GPTs

• Data Science: Data Ingestion Pipelines, DVC, Data Warehousing, Data Preprocessing Pipeline, Statistical Analysis and EDA, Statistical Tests, Feature Engineering and Feature Selection, Data Visualization, Problem Solving

• Machine learning: Regression and Classification Algorithms, AutoRegressive models, Time-Series forecasting, Statistical Model Building, Building Deployable ML, Hyperparameter tuning and Optimization, Clustering Algorithms

• Deep learning: Worked on ANN, CNN, and RNN architectures to develop impactful projects., Autoencoders, Transfer learning and Fine-tuning, Deep Neural Networks, CUDA Programming for Accelerated Computation

• NLP: Text Preprocessing Pipelines, Worked on RNNs, LSTM, GRU, Transformers, BERT, POS, NER

• Computer Vision: Optimized ImageNet, Xception, ResNet, U-Net for Medical Data, Implemented Object Detection, Object Segmentation, Pose Estimation solutions

• Research Papers: Applying the insights from weekly paper reviews to enhance my projects using State-of-the-art methods

• Gen AI: Worked on Defusion models, ERSGAN, SRCNN for upscaling image, Music Generation

I'm deeply interested in:

• Building robust and impactful real-world projects
• Enhancing existing solutions with State-of-the-Art methods
• Explore new methologies and research work

Apart from coding, I enjoy:

• Swimming makes my mind clear
• Reading philospy is a bless.
• Valorant for peace

For Collaboration, reach out to me on Linkedin, or email. Feel free to connect through any of these linkes below!

• Email: ananya8154@gmail.com
• LinkedIn: Ananya kumar
• HuggingFace: to huggingface
• ORCIDL: to orcid