SR.AI SPECIALIST

Location: Pune
Company: Sonata Software

JOBDESCRIPTION/ SKILL SET:

AI/ML, LLMs, advancedAI engineering

Notes : LLMs, ML engineering

Machine Learning, Deep Learning, Natural Language Processing, Gen-AI and Agentic AI systems.

MachineLearning, Deep Learning, Natural Language Processing, Gen-AI and Agentic AIsystems.

Specialized in building end-to-end AIsolutions, including data preprocessing, model development,

evaluation,and deployment in production environments.

Expertise in developing scalableLLM-powered applications, including RAG architectures, end-to-end NLP

pipelineand conversational Chatbot using GPT-based models.

Worked extensively with vectordatabases and embedding pipelines for semantic search and knowledge

retrievalsystems.

Developed scalable Conversational AIsystems for financial and enterprise use cases using GPT-4o and

LangChain-basedarchitectures.

Proficient in Python and popular datascience libraries (Pandas, NumPy, Scikit-learn, TensorFlow) for

dataanalysis and model development.

Skilled in extracting insights fromdata, including NLP techniques with transformer models (e.g.,

BERT)for customer feedback analysis.

Collaborated with cross-functionalteams to translate business requirements into robust AI solutions,





ensuringhigh data quality and model performance. Experienced with Agile methodologiesand building

RESTfulAPIs (Flask, FastAPI) for deploying machine learning models

Solid problem-solving skills and atrack record of delivering actionable data-driven solutions.

TECHNICALSKILLS

Generative AI: LangChain, LangGraph,OpenAI, Prompt Engineering, RAG, HuggingFace GPT, BERT, LLMs.

Machine Learning: Linear Logistic Regression, Nave Bayes, KNN, Decision Tree, K-Means Clustering.

Deep Learning: ANN, RNN, LSTM,Transfer Learning, Transformers.

Natural Language Processing: TF-IDF,NER, Sentiment Analysis, Word2Vec, Text Classification,

Tokenization, Text Summarization,Embeddings, Stemming Lemmatization.

Libraries/Tools: Pandas, Numpy,Scikit-learn, TensorFlow, Keras, Matplotlib, Seaborn, PyTorch, Pydantic

Programming Language: Python, SQL

Statistical Methods: PredictiveAnalysis, Descriptive Statistics, PCA.

Vector Database/DB: Azure AI Search(Azure Cognitive Search), Weaviate, FAISS, Azure

Blob Storage.

Web Development APIs: Angular,ReactJs , Flask, FastAPI

Deployment: CI/CD Pipeline, Docker

Cloud: Azure/AWS (Azure OpenAIService, Bedrock)

📌 Sr. AI Specialist (Maharashtra)
🏢 Encore Software Services
📍 Maharashtra