Abhinay Krishna Email & Phone Number

Hyderabad, IN

Bengaluru, Karnataka, India

Developing a Universal PDF Parser for Extracting Valid JSON Data Explored Faster llm serving using VLLM,TensorRTLLM,llama.cpp Logits processor techniques to ensure consistent, structured responses from LLMs using outlines and grammar.Utilized Quantization methods like GPTQ,AWQ,SmoothQuant.Utilized LRU-based KV prefix caching for common large system prompts.

Hyderabad, Telangana, India

Primarly worked on using job hiring data feedback to improve recommendations.Implemented an LSTM model for classifying job hiring data text sequences, enhanced accuracy to 97% through Few-shot fine-tuning using Sentence Transformers (SET FIT).Developed a novel loss function for Contrastive learning, integrating unique ordinal characteristics to extend the.

Hyderabad, Telangana, India

India

LUNG DISEASE CLASSIFICATION AND QUANTIFICATION WITH EXPLAINABLE AI:Given Lung X-Ray the model classifies the person whether he has covid or pneumonia or no disease.Implemented CNN transfer learning models: Densenet-121, VGG16,Resnet and semi supervised GAN

Vizianagaram, Andhra Pradesh, India

Worked on daily sales data to make a machine learning model which predicts the sales month wise.Implemented time series forecasting models(ARIMA,SARIMA Models)

Bachelor Of Technology - Btech, Computer Science

Intermediate, Mpc

Schooling