Dilip Siraparapu — Data Scientist
Passionate coder and enthusiastic learner focused on creating efficient and practical solutions. I specialize in building statistical, machine learning, and deep learning applications that turn data into actionable business insights. Jio Platforms enables transformative AI solutions as part of its voice assistant initiatives. Focused on building and applying transformer-based models for semantic search, retrieval-augmented generation (RAG), and natural language processing (NLP), the team fine-tunes architectures like BERT and GPT for tasks such as text classification, NER, and text generation. Contributions emphasize collaboration and innovation with prompt engineering and vector-based similarity search. Technical Skills: Python: scikit-learn, PyTorch, langchain, transformers, pandas, matplotlib, seaborn, etc. Probability & Statistics: Bayes Theorem, Probability Distributions, Hypothesis Testing, Z-test, T-test, Chi-Square Test, ANOVA, etc. Feature Engineering: Correlation, Tree-Based, Lasso Regression, Mutual Information, PCA, and more. Machine Learning Models: Linear Regression, Logistic Regression, Decision Trees, Random Forest, AdaBoost, Gradient Boosting, XGBoost, CatBoost, LightGBM, Naive Bayes, KNN, K-Means, etc. Deep Learning Models: Feed Forwrad Neural Networks, CNN, RNN, Transformer-based models like BERT, T5, GPT.
Stackforce AI infers this person is a Data Scientist specializing in AI and machine learning applications.
Location: Visakhapatnam, Andhra Pradesh, India
Experience: 2 yrs 8 mos
Skills
- Machine Learning
- Natural Language Processing
Career Highlights
- Expert in building machine learning and deep learning applications.
- Experience with transformer models for NLP and semantic search.
- Strong foundation in statistics and probability for data analysis.
Work Experience
Jio Platforms Limited (JPL)
Data Scientist (1 yr 9 mos)
Graduate Engineer Trainee (11 mos)
HashedIn by Deloitte
Internship Trainee (1 mo)
Education
Master's degree at National Institute of Technology, Tiruchirappalli
Bachelor of Technology - BTech at Gayatri Vidya Parishad College of Engineering (Autonomous)
class-XII at Sri Chaitanya Junior College, Visakhapatnam
class-X at Mahathi High School, Visakhapatnam