Medarametla S.

𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐰𝐢𝐭𝐡 𝟓+ 𝐲𝐞𝐚𝐫𝐬 𝐜𝐫𝐞𝐚𝐭𝐢𝐧𝐠 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐀𝐈 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐭𝐡𝐚𝐭 𝐜𝐮𝐭 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 𝐭𝐢𝐦𝐞 𝐛𝐲 𝟒𝟎%, 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐱 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬, 𝐚𝐧𝐝 𝐝𝐫𝐢𝐯𝐞 𝐦𝐞𝐚𝐬𝐮𝐫𝐚𝐛𝐥𝐞 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐠𝐫𝐨𝐰𝐭𝐡.I design and deploy scalable LLM solutions, custom generative AI systems, and intelligent automation for modern businesses.

I design and deploy end-to-end 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐭𝐡𝐚𝐭 𝐬𝐨𝐥𝐯𝐞 𝐫𝐞𝐚𝐥-𝐰𝐨𝐫𝐥𝐝 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬 𝐟𝐫𝐨𝐦 𝐜𝐮𝐬𝐭𝐨𝐦 𝐋𝐋𝐌 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐭𝐨 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐌𝐋 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 that deliver measurable ROI. I focus on building high-performance, production-ready solutions that reduce costs, streamline workflows, and drive revenue growth.

🧠 𝑪𝒐𝒓𝒆 𝑬𝒙𝒑𝒆𝒓𝒕𝒊𝒔𝒆
➤𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 & 𝐋𝐋𝐌𝐬
⭲Custom GPT models (GPT‑4o, GPT‑3.5, fine‑tuning, RAG pipelines)
⭲LLaMA, Mistral, BERT, and domain‑specific language models
⭲Advanced prompt engineering, agentic workflows, and multi‑tool orchestration
⭲Vector search & retrieval systems using Pinecone, Weaviate, FAISS, ChromaDB
⭲LangChain‑based pipelines for knowledge assistants, chatbots, and document intelligence

➤𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐌𝐋𝐎𝐩𝐬
⭲Predictive modeling (XGBoost, LightGBM), recommendation engines, NLP, computer vision
⭲PyTorch, TensorFlow, Keras, Hugging Face, Transformers
⭲End‑to‑end MLOps: CI/CD, Docker, Kubernetes, FastAPI/Flask microservices
⭲Cloud ML platforms: AWS SageMaker, GCP Vertex AI, Azure ML, Databricks
⭲ETL & workflow orchestration with Airflow, PySpark, and cloud‑native tools

➤𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 & 𝐀𝐮𝐝𝐢𝐨
⭲Object detection (YOLO, Faster R‑CNN), segmentation (UNet, DeepLab)
⭲OCR & document intelligence (Azure Form Recognizer, Google Document AI, Tesseract)
⭲Image analysis, facial attribute detection, medical imaging
⭲Speech‑to‑text (Whisper, Google/Azure speech APIs), sound classification, voice‑enabled assistants

➤𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭 & 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞
⭲Scalable API development (FastAPI, Flask, Streamlit) with Redis caching for low‑latency inference
⭲Vector database integration, model optimization, and cost‑efficient LLM routing
⭲Multi‑cloud and hybrid deployments (AWS/GCP/Azure) with Kubernetes orchestration ⭲API integrations: REST, GraphQL, WebSockets, OAuth/JWT; Twilio, Slack, Stripe, CRM systems