Dilip Siraparapu

Data Scientist

Visakhapatnam, Andhra Pradesh, India2 yrs 8 mos experience
Most Likely To SwitchAI ML Practitioner

Key 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.
Stackforce AI infers this person is a Data Scientist specializing in AI and machine learning applications.

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Skills

Core Skills

Machine LearningNatural Language Processing

Other Skills

AlgorithmsArtificial Intelligence (AI)Building ModelsC++CalculusConversational AIData AnalyticsData ScienceData Structures and AlgorithmsData VisualizationDatabase Management System (DBMS)Deep LearningElasticsearchFaissFine Tuning

About

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.

Experience

Jio platforms limited (jpl)

2 roles

Data Scientist

Jun 2024Present · 1 yr 9 mos · Bengaluru, Karnataka, India · On-site

PythonMachine LearningNatural Language ProcessingDeep LearningTransformer-based Models

Graduate Engineer Trainee

Jun 2023May 2024 · 11 mos · Bengaluru, Karnataka, India · On-site

Hashedin by deloitte

Internship Trainee

Jul 2021Aug 2021 · 1 mo · Banglore · Remote

Education

National Institute of Technology, Tiruchirappalli

Master's degree — Computer Science and Engineering

Sep 2021May 2023

Gayatri Vidya Parishad College of Engineering (Autonomous)

Bachelor of Technology - BTech — Computer Science and Engineering

Aug 2017Jul 2021

Sri Chaitanya Junior College, Visakhapatnam

class-XII — MPC

Jun 2017Apr 2019

Mahathi High School, Visakhapatnam

class-X — High School/Secondary Certificate Programs

Apr 2015Present

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