RTR

Reddi Tharaka Ratna

Generative AI Engineer

https://www.opentalent.in/reddi-tharaka-ratna

Generative AI Engineer with less than a year in Machine Learning & Data Analytics

Key Strengths

Demonstrated foundational understanding of Machine Learning and Data Analytics through academic projects.
Experience with Python and relevant ML libraries (Pandas, NumPy, Scikit-learn) for data processing and model development.
Familiarity with Generative AI concepts like LLMs, RAG, and Prompt Engineering, aligning with the target role.
Ability to develop and deploy basic web applications, showcasing a broader technical skill set.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's academic projects demonstrate an interest in applying AI/ML to real-world problems (fraud detection, healthcare analytics). The personal portfolio website shows initiative and a desire to showcase work. The breadth of skills (Python, SQL, ML, Generative AI, Web Dev) indicates a versatile learner. However, the lack of professional experience and the academic nature of projects suggest a need for mentorship and structured team environments to fully integrate into a professional culture.

Soft Skills & Operational Fit

The candidate lists several soft skills including Analytical Thinking, Problem Solving, Communication, and Team Collaboration. These are crucial for a Generative AI Engineer role, which often involves complex problem-solving and cross-functional collaboration. However, these are self-reported and not validated by assessments or professional experience.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

About

Aspiring Data Analyst and AI/ML Engineer with strong hands-on experience in Machine Learning, Data Analytics, and Generative AI technologies. Skilled in Python, SQL, Power BI, Tableau, and building intelligent applications using LLMs, LangChain, and Retrieval-Augmented Generation (RAG). Experienced in data preprocessing, exploratory data analysis (EDA), predictive modeling, dashboard development, and AI-powered chatbot solutions. Passionate about solving real-world business problems through data-driven insights and modern AI technologies.

Top Skills

PythonSQLStatistical AnalysisData Analysis

Skills

PythonSQLJavaScriptData AnalysisData CleaningPredictive ModelingMachine LearningStatistical AnalysisFeature EngineeringPower BITableauDashboard DevelopmentData StorytellingHTML5Css3BootstrapPandasNumpyScikit LearnLangchainHugging Face TransformersLarge Language Models (Llms)Retrieval Augmented Generation (Rag)Prompt EngineeringOpenAI APIVector DatabasesMysqlPostgresqlGitGithubJupyter NotebookStreamlitFastapiProblem SolvingCommunicationTeam CollaborationAdaptability

Education

Sri Venkateswara College of Engineering & Technology, Etcherla (JNTU-GV)

B.Tech · Computer Science & Engineering

August 1, 2022 – June 30, 2026

Santiniketan Junior College, Srikakulam

Intermediate

June 1, 2020 – May 31, 2022

Government High School, Ponduru

SSC

June 1, 2019 – May 31, 2020

Projects

UPI Fraud Detection System

June 21, 2026 – Present

Built a UPI fraud detection pipeline using Python and ML to process large datasets, achieving a 96% accuracy rate in identifying high-risk transaction anomalies.

Diabetes Risk Prediction & Healthcare Analytics

June 21, 2026 – Present

Developed a high-performance classification model that achieved an 89% accuracy rate in identifying diabetic risk factors across a test sample of 7000+ patient records.

Personal Portfolio Website

June 21, 2026 – Present

Designed and developed a responsive portfolio website showcasing technical and analytics projects. Implemented responsive design principles to enhance usability across desktop and mobile devices. Deployed the website using GitHub Pages for version control and online accessibility.

Certifications

Python Programming

GeeksforGeeks, Codtech IT Solutions

June 1, 2026 – Present

Excel

Udemy

June 1, 2026 – Present

Web Development

Apex Planet

June 1, 2026 – Present

MySQL

GeeksforGeeks

June 1, 2026 – Present

Key Strengths

Demonstrated foundational understanding of Machine Learning and Data Analytics through academic projects.
Experience with Python and relevant ML libraries (Pandas, NumPy, Scikit-learn) for data processing and model development.
Familiarity with Generative AI concepts like LLMs, RAG, and Prompt Engineering, aligning with the target role.
Ability to develop and deploy basic web applications, showcasing a broader technical skill set.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit