SarathChandra Mandadi
Leading the development of Generative AI solutions leveraging NLP, Large Language Models, and AI/ML technologies. Specialized in building AI-driven tools that enhance developer productivity and accelerate innovation.
AI Demos
Named Entity Recognition
Interactive demo showcasing Named Entity Recognition capabilities using state-of-the-art BERT models. Extract and classify entities from text in real-time.
Contextual Question Answering
Advanced question answering system powered by Mistral AI. Ask questions about any text context and get accurate, contextual responses in real-time.
Topic Modelling - Summarization
Advanced topic modelling and text summarization system. Extract key topics and generate concise summaries from large text documents automatically.
Contradiction Entailment Demo
Compare two texts to determine if they agree, contradict, or are neutral. Advanced natural language inference for semantic relationship detection.
AI Chatbot - MiniChatGPT
Interactive conversational AI chatbot powered by advanced language models. Ask questions, get answers, and have natural conversations like ChatGPT.
Sentence Similarity Demo
Compare two sentences or paragraphs and see how similar their meanings are, using sentence-transformer embeddings and cosine similarity.
Knowledge Graph Builder Demo
Turn raw text into a mini knowledge graph of entity–relation–entity triples, visualized as connected nodes and edges.
LinkedIn Posts Collection
Medium Stories Collection
My Research & Publications
AAAI Conference 2020
Published research on "Probing the SpanBERT architecture to interpret scientific domain adaptation challenges for coreference resolution" at the AAAI Conference.
Springer Publication 2020
Co-authored the chapter "Knowledge Graph from Informal Text: Architecture, Components, Algorithms and Applications" in the book "Applications of Machine Learning."
Req2Test
Developed a graph-driven test case generation system for domain-specific requirements, automating AI support in software engineering contexts.
NERSE
Named Entity Recognition in Software Engineering as a Service - an innovative tool for extracting entities from software engineering documents.
Technical Expertise
Generative AI & Deep Learning
GPT, Copilot, Mixtral, Mistral, Azure ML, LangFuse, LLM Ops, TensorFlow, PyTorch, FAST API, Prompt Tuning
NLP & Text Analytics
NLTK, Named Entity Recognition, Document Classification, Sentence Similarity, Coreference Resolution, Summarization
Data Analytics & Visualization
NEO4J, Graphviz, NetworkX, Matplotlib, Seaborn, Plotly, Power BI, Tableau
Databases & Cloud
Azure Data Factory, Vector DBs (Pinecone, FAISS, LanceDB), MySQL, Graph Databases, Azure Deployments
Professional Experience
Technical Lead, AI/ML Development — Robert Bosch Engineering and Business Solutions
- Led development of Generative AI solutions leveraging NLP, LLMs, and AI/ML technologies within the R&D team
- Designed and implemented GenAI pipelines to enhance developer productivity, integrating AI-driven tools for code generation, bug detection, and test case suggestion
- Integrated Azure Copilot and AI agents to accelerate coding, identify bugs, and automate testing tasks, significantly reducing development cycle time
- Oversaw creation and grooming of Features, Stories, and Tasks for every release using Agile practices
- Conducted regular code reviews and enforced best practices in development, testing, and documentation
Natural Language Modelling Engineer — Unisys Corp
- Designed, developed, and fine-tuned NLP models for text classification, sentiment analysis, and language generation
- Trained NLP models using large datasets, optimizing hyperparameters and model architectures for enhanced performance
- Collaborated with software engineers to deploy NLP models into production environments, ensuring scalability and robustness
Senior Data Research Analyst — Avaamo Technologies
- Enhanced chatbot efficiency by improving underlying algorithms and designing decision trees for dynamic conversational flow
- Developed and deployed bots using platforms like API.ai, Wit.ai, and Amazon Lex
- Applied NLP techniques to extract insights from unstructured data and refine natural language understanding
Senior Market Research Analyst — Alten-Calsoft Labs
- Performed text mining and sentiment analysis on Twitter and market data using R
- Conducted competitor and market analysis focused on digital transformation domains
- Collaborated cross-functionally with VP of Marketing and Directors to deliver custom research and insights
Research Analyst, Data & Global Operations — FactSet Research Systems Inc
- Applied machine learning models and clustering techniques to predict customer behavior
- Performed text mining and NLP-based sentiment analysis on lead and prospect comments
- Built AI-driven dashboards and world map visualizations from company entity databases
Education & Certifications
M.Sc. (Chemistry) — Osmania University
B.Sc. (Biotechnology) — Kakatiya University
Professional Certifications
- DELL EMC Data Science Associate - Proven Professional certification
- Azure Data Factory For Data Engineers - Udemy
- Deep Learning (Andrew Ng) - Coursera
- Python Machine Learning & Data Visualization - Udemy
- Statistics with Excel - Lynda.com