Sruthika I

Sruthika I

Generative AI Engineer
India
Full-time Hybrid

About Me

Data Science and Generative AI Engineer with 2.6 years of experience building, evaluating, and deploying AI/ML solutions that solve real business problems. Skilled in Python, LLMs, RAG pipelines, LangChain, and OpenAI AP…

Experience

Jr. Software Engineer

Cognizant Technology Solutions · Chennai, Tamil Nadu
Sep 2024 - Present · 2 years 1 month

<p>Designed and built a Python-based AI solution using Retrieval-Augmented Generation (RAG) and an OpenAI LLM to analyze production application logs through natural-language queries and automate root cause identification, reducing manual log analysis effort by 40% and improving log analysis speed by 45%.</p><p> Analyzed recurring batch job failures across 3 production servers for NCOA, an enterprise batch-processing application, identifying failure patterns and root causes that cut average incident resolution time by 35% in a team of 3 engineers.</p><p> Monitored batch job execution and reviewed application logs across 3 production servers, proactively flagging anomalies and supporting production incident resolution.</p><p> Partnered with cross-functional engineering teams to deploy, operationalize, and maintain the AI application on AWS, supporting production operations and delivering feature enhancements in an Agile environment.</p>

Software Engineer Intern

Cognizant Technology Solutions · Pune, Maharashtra
Dec 2023 - May 2024 · 5 months

<p>Developed a .NET-based e-commerce web application with functionality for product browsing and shopping workflows.</p><p> Gained hands-on experience in software development, debugging, web application development, and Git.</p>

Skills

Python C#/.NET Object-Oriented Programming HTML CSS JavaScript Model Training & Evaluation Fine-Tuning LoRA QLoRA Transformer Models Pandas NumPy LLMs RAG Prompt Engineering Vector Embeddings Semantic Search Context-Aware Retrieval Chunking Strategies Few-Shot Prompting Zero-Shot Prompting Hallucination Reduction Prompt Optimization Model Evaluation AWS Amazon S3 Amazon EC2 LangChain OpenAI API Hugging Face Transformers Streamlit FAISS Pinecone Docker CI/CD Git GitHub GitLab Agile Scrum
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