Shweta Pawar

CEO

Pune, Maharashtra, India8 yrs 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in Generative AI and NLP solutions.
Led cross-functional AI projects for major clients.
Developed innovative speech synthesis systems.

Stackforce AI infers this person is a skilled Data Scientist specializing in Generative AI and NLP across various industries.

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Skills

Core Skills

Generative AiAi ResearchNatural Language Processing (nlp)

Other Skills

AgentsArtificial Intelligence (AI)Big DataBusiness AnalysisBusiness DevelopmentBusiness StrategyChatbot DevelopmentClouderaComputer VisionData AnalysisData ModelingData ScienceDatabricksDeep LearningDeep learning

About

Data Scientist & AI Engineer with 8.5+ years of experience designing and deploying NLP and Generative AI solutions across finance, healthcare, and enterprise domains. Passionate about transforming data into intelligent, explainable, and scalable systems.Currently mastering and building in GenAI, LLMs, RAG, Speech Synthesis, Custom TTS, NLP, and Knowledge Graphs.I’ve architected end-to-end AI pipelines from data processing and model fine-tuning to scalable API deployment across AWS, Azure, and GCP.💡 My work includes:• Building multi-agent GenAI platforms integrating RAG, CrewAI, LangGraph, and Bedrock• Fine-tuning LLMs and developing custom retrieval pipelines to reduce hallucinations• Creating emotion-based speech synthesis systems using Tacotron & GlowTTS• Leading cross-functional AI projects for clients like HSBC, Syngenta, and ADB📝 Read my blogs on practical GenAI, RAG, and Knowledge Graphs:medium.com/@aishwetaDuring my professional journey till now, I have been playing multiple roles, which helped me increase my knowledge, expertise in different areas and gave me the ability to handle issues in a very quick and responsive way. Driven by curiosity and continuous learning, I enjoy solving real-world problems that bridge AI research and practical impact.

Experience

Indepedent consultant

Lead AI Scientist

Jan 2025 – Present · 1 yr 2 mos · Pune, Maharashtra, India · Remote

Syngenta GPT -
Developed Syngpt, a GenAI platform for employees to query HR, IT, Finance, and business units.
Built RAG pipelines on Amazon Bedrock with LLMs, CrewAI, and DSPy, using a multi-turn system to route queries to the right vector DB with manual KB switching support. Automated cross-departmental knowledge access, reducing manual support.
AltrumAI -
Trained small language models on Amazon SageMaker and deployed endpoints on Bedrock for Prompt Guard.
Built guardrails for enterprise-grade risk management, covering topic moderation, prompt injection defense, and data privacy.
Internal -
Managed pre-sales activities, including client PoC meetings and creation of PoC/MVP documentation.
Led end-to-end engagement with clients and internal AI engineering teams to deliver solutions successfully.

Generative AIAgentsLarge Language Models (LLM)AI Research

Teksystems

Lead Data Scientist

Aug 2024 – Jan 2025 · 5 mos · Pune, Maharashtra, India · Remote

- Dealing with complex pdfs to extract relevant information using Chain of thoughts prompt engineering , Agents, RAG, custom rules.

Aboitiz data innovation

Senior Data Scientist

Oct 2022 – Aug 2024 · 1 yr 10 mos · Singapore

R&D on Aboitiz data projects
ADB GenAI lab >> RAG, LLMs, ChatGPT.
Building Explainable and Responsible AI (XRAI) features custom toolkit.
Procurement Analysis >> NLP Classification and Custom NER.
Behavioral Scoring >> Graph Neural Networks and NLP.

ClouderaNatural Language Processing (NLP)Transformer ModelsAI ResearchSpeech RecognitionGenerative AI+4

Mango sciences

NLP-Data Scientist

May 2021 – Oct 2022 · 1 yr 5 mos · Bangalore Urban, Karnataka, India

Applying NLP techniques to understand and extract Cancer Insights from Unstructured Notes Data.
Working on Deep learning, Custom NER, knowledge graphs.
Tools and Languages: Python, Neo4j.

Natural Language Processing (NLP)Transformer ModelsGenerative AIGraph Theory

Upwork

Freelancer Data Scientist

Apr 2020 – Jun 2021 · 1 yr 2 mos · Pune, Maharashtra, India

1. Speech Synthesis for the Hindi language - Trained Tacotron2
2. Audio fingerprinting technology specialist - Audio similarity
3. AI-based Chatbot required for Business Application
4. ASR engine - Canadian & Indian English accents using Deepspeech, wav2vec
5. GAN and VAE for sequence generation
6. Research paper implementation to generate UI layouts - Used Transformers
7. AI system for Smart Recruitment - skills extraction, profiles scoring, skills recommendation
8. Implementing a research paper to get Customized emotions based TTS engine - GlowTTS + Global style tokens
9. Government Documents clauses classification & Custom entity Recognition: Trained custom embeddings using word2vec and BERT, Trained Custom NER model using spacy and BERT.

Natural Language Processing (NLP)Transformer ModelsGenerative AI

Xeco

2 roles

Lead Data Scientist

Promoted

Jan 2019 – Mar 2020 · 1 yr 2 mos · Pune/Pimpri-Chinchwad Area

Worked on AI Solutions:
Voice Cloning: Developed Text to Speech with Voice cloning/ Speaker Adaption engine for Indian and Non-Indian languages, Which can clone voice using just 10 mins of that particular person's voice
Education Voice Assistance: I've built an Educational English learning Voice assistance with virtual reality using advanced AI techniques, such as Speech Recognition, Emotional Text to speech, and chat-bot.
Developed face recognition model for keyless door entry

Natural Language Processing (NLP)Generative AI

Data Scientist

May 2017 – Jan 2019 · 1 yr 8 mos · Pune/Pimpri-Chinchwad Area

Customized Text to Speech Engine: worked on models like Tacotron2, waveglow,
Developed an Intelligent and context-based bot using a Seq2Seq model and memory network models.
Social Media Scraping and Sentiment Analysis: Facebook, Twitter, YouTube, Instagram, Google News, Blogs.
Patient's Readmission Risk score prediction.
Developed a model which can predict diagnosis based on a list of symptoms.

Natural Language Processing (NLP)