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You will get Artificial Intelligence/ Machine learning / Data science / Generative AI
Project details
I have experience working on diverse projects across multiple domains, including medical, IT, and infrastructure, which have provided me with significant industry exposure. My master's degree in artificial intelligence has solidified my foundational knowledge and equipped me to tackle complex challenges. I've worked on various freelancing projects and have hands-on industry experience. I am proficient in programming languages like Python and C++, and skilled in frameworks such as PyTorch, TensorFlow, and LangChain. I have experience building RESTful APIs using FastAPI and managing multimodal data. Additionally, I am knowledgeable in real-time data handling with Kafka and have expertise in databases like SQL, NoSQL, and Redis for caching.
Machine Learning Tools
Amazon SageMaker, Apache Spark, Azure Machine Learning, BERT, ChatGPT, Databricks Platform, Databricks MLflow, GitHub Copilot, Google AutoML, GPT-3, H2O, Keras, MLflow, NLTK, NumPy, Open Neural Network Exchange, OpenCV, pandas, Python Scikit-Learn, PyTorch, R, scikit-learn, Scrapy, SQL, XGBoostWhat's included
| Service Tiers |
Starter
$100
|
Standard
$1,500
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 1 day | 1 day | 1 day |
Number of Revisions | 0 | 0 | 0 |
Model Validation/Testing | - | ||
Model Documentation | - | - | |
Data Source Connectivity | - | - | |
Source Code | - |
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MM
Mitthan M.
Mar 3, 2025
LLM trained on ticket management SAAS old tickets and responds to new tickets
About Ravi
Artificial intelligence
Jamnagar, India - 3:11 am local time
With a Master's degree in Artificial Intelligence and three years of hands-on experience, I specialize in turning complex requirements into reliable, scalable products. My work spans LLM fine-tuning, multi-agent pipelines, data analytics platforms, and REST API deployment, all the way from prototyping to production.
Here is what I have shipped:
1. An AI-driven data analysis platform for 6 state government officials that cut insight delivery from 30 days to under 24 hours. A multi-agent reasoning pipeline hitting 72% accuracy on complex relational queries, with Agentic RAG improving retrieval precision by 8%. A CBT mental health agent with safety guardrails, a critic agent for quality checks, and human-in-the-loop intervention. Production APIs running at 99.95% uptime under 2,000 requests per second. A caching optimization that reduced operational costs by 64%.
I work cleanly with Python, FastAPI, LangChain, OpenAI SDK, PyTorch, Docker, Kubernetes, and AWS. I know how to handle SOC2-compliant data pipelines, synthetic dataset generation, and automated benchmarking systems.
If you need someone who understands the full picture from model training to deployment to monitoring, I am ready to jump in.
Skillls:
LLM Fine-tuning, Agentic RAG, Multi-Agent Systems, LangChain, OpenAI SDK, MCP, Python, FastAPI, PostgreSQL, PyTorch, Pinecone, Docker, Kubernetes, AWS, CI/CD, Synthetic Data Generation, NLP, Scikit-learn
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