My professional journey in technology and research.
Captain Fresh, Bengaluru, India
Working on a research project to develop and test a novel metric from spectral data to model and quantify pond health conditions; integrating the metric into a predictive system as part of a digital twin framework. Conducted exploratory data analysis (EDA) on satellite-derived spectral indices to identify correlations with shrimp pond health and spectral bands.
DSAC Lab, IIIT Hyderabad, India
Conducted research on information retrieval and evaluation of word embeddings under the guidance of Prof. P. Krishna Reddy. Developed and implemented algorithms for improved text analysis and retrieval systems. Worked on “An approach for evaluation of contextual word embeddings” for Indian languages. Contributed to research projects on natural language processing techniques. Fine-tuned BERT-based models to check the effects of synonyms and grammar on the context of sentence-level sentiment analysis. Built a Telugu sentiment dataset to experiment on the hypothesis formulated.
Amazon
Selected for Amazon's competitive Machine Learning Summer School program. Received advanced training in machine learning algorithms, deep learning, and their practical applications. Collaborated with industry experts and peers on challenging ML projects and case studies.
GRIET, India
Worked under Prof. K. Anuradha on computer vision applications, focusing on medical image analysis. Developed models for retinal disease detection and blood vessel segmentation in retinal images. Published multiple papers in international conferences and journals based on this research.
HarshanAI
Engineered backend infrastructure using the Python Flask web framework. Integrated a secure payment gateway, streamlining financial transactions within the system.
Proficient in Python, C++, JavaScript, and SQL with experience in developing complex applications and algorithms.
Experienced in implementing various ML algorithms and deep learning architectures for real-world problems.
Skilled in data analysis, visualization, and extracting meaningful insights from complex datasets.
Experienced in full-stack web development with modern frameworks and technologies.