SAMYUKTHA NAGARAJ

SAMYUKTHA NAGARAJ

AI Engineer
India

نبذة عني

AI/ML Engineer with hands-on experience building LLM-powered and agentic systems for real-world applications. Skilled in Python, LangChain, RAG pipelines, vector databases (FAISS, Pinecone), and production-grade backend …

الخبرة

Web Developer Intern

7-Eleven
Sep 2023 - Feb 2024 · 5 أشهر

Developed and deployed RAG-based LLM pipelines with LangChain and vector databases, improving context accuracy and latency.
Developed asynchronous GPU-backed APIs for agentic workflows and real-time inference.
Mentored junior developers in best practices for deployment, CI/CD, and model versioning.
Rapidly prototyped AI features and iterative enhancements in a fast-paced environment, delivering production-ready solutions.

Web Developer Intern

7-Eleven
Oct 2023 - Feb 2024 · 4 أشهر

Integrated AWS Lambda and S3 for automation and scalability, reducing downtime by 25%, Optimized caching and website load times, enhancing customer engagement, Enhanced data security using modern encryption protocols and best practices

Web Developer Intern

7-Eleven, Bangalore
Sep 2023 - Feb 2024 · 5 أشهر

Developed Designed and deployed RAG-based LLM pipelines with LangChain and vector databases, improving context accuracy and latency., Developed asynchronous GPU-backed APIs for agentic workflows and real-time inference., Mentored junior developers in best practices for deployment, CI/CD, and model versioning., Rapidly prototyped AI features and iterative enhancements in a fast-paced environment, delivering production-ready solutions.

AI/ML Engineer Intern

Printson
Aug 2023 - Sep 2023 · 1 شهر

Automated AI workflows on AWS (Lambda, S3), improving system reliability and data uptime by 25%.
Enhanced model monitoring, caching, and AIOps mechanisms, reducing API latency by 20%.
Supported ETL pipelines and GPU-backed model inference systems for large-scale deployments.
Contributed to AI governance and compliance documentation for internal ML platform integration.

AI/ML Engineer Intern

Printson, Bangalore
Aug 2023 - Sep 2023 · 1 شهر

Automated AI workflows on AWS (Lambda, S3), improving system reliability and data uptime by 25%., Enhanced model monitoring, caching, and AIOps mechanisms, reducing API latency by 20%., Supported ETL pipelines and GPU-backed model inference systems for large-scale deployments., Contributed to AI governance and compliance documentation for internal ML platform integration.

AI/ML Engineer Intern

Printson
May 2023 - Sep 2023 · 4 أشهر

Built and deployed high-accuracy (95%) ML models using Python, TensorFlow, and scikit-learn, Designed and optimized data pipelines with advanced preprocessing, boosting model accuracy by 25%, Conducted model performance profiling using TensorBoard, improving inference speed by 20%, Deployed models using Flask APIs and collaborated with full-stack developers for seamless integration, Explored use of LangChain and RAG pipelines for document-based question answering

المهارات

جافا بايثون (لغة برمجة) جانغو (إطار عمل) فلاسك (إطار عمل لتطبيقات الويب باستخدام Python) جافا سكريبت كيراس نومباي (مكتبة لغة Python) أوبن سي في ريأكت جي أس (إطار عمل لتطوير واجهات المستخدم) تينسور فلو المحولات التكامل المستمر / التسليم المستمر التعلم العميق نود جي.إس C Bash Supervised & Unsupervised Learning CNN RNN AUC/ROC F1 Precision/Recall LLM fine-tuning (basic) GenAI PyTorch (basic) FastAPI Rasa MLFlow LangChain HuggingFace Pinecone FAISS LangGraph (exploring) pgvector (basic) Ollama (learning) Neo4j (basic querying) Pandas Scikit-Learn Matplotlib Seaborn HuggingFace Transformers AWS (Lambda S3) Firebase Git Docker (intermediate) Jupyter Flask/FastAPI REST APIs React.js UI Firebase/SQL backend SpringBoot (basic) Strong communicator Collaborative Analytical problem-solver C++ CUDA Async Programming REST APIs PyTorch Scikit-learn Hugging Face Transformers Vision Transformers (ViT) ConvNeXt CNNs RNNs Attention Models OpenAI API RAG Pipelines Prompt Engineering LLM Fine-tuning Agentic Workflows Embeddings AWS GCP Docker Kubernetes MLflow CI/CD Pipelines AIOps Frameworks Apache Kafka Async Data Pipelines Data Parallelism Mixed Precision Training GPU Profiling Model Governance Data Augmentation Django REST Framework High-Performance API Design Bias Detection Secure AI Deployment Model Explainability Compliance Documentation PostgreSQL MongoDB
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