Niket Shah
Sr Executive - Data Science @Brandscapes Worldwide
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WORK HISTORY
Sr Executive - Data Science @Brandscapes Worldwide
Mumbai, IN
Senior Data Analyst | Transitioning to AI EngineerI specialize in building AI-powered, data-driven solutions that bridge business needs with scalable Machine Learning, NLP, and Generative AI systems. My work spans retail, FMCG, media, and consulting, driving measurable impact through automation, intelligent insights, and advanced analytics.Key Achievements & Responsibilities:Designed & deployed LLM-powered chatbots using LangChain, multi-agent architectures, SQL memory, RAG pipelines, Pydantic structured outputs, and function calling, enabling automated reporting, data visualization, and chart generation.Built GenAI applications for document summarization, contextual Q&A, NER extraction, and topic classification, boosting text processing efficiency and insights generation by 50%+.Automated data workflows (Python, web scraping, text/image extraction) and report generation, reducing manual effort by 40%.Developed image & video comparison algorithms to detect asset version changes and visual inconsistencies, strengthening QA in media analytics.Owned and automated end-to-end APAC Vision Care dashboards & scorecards, tracking critical metrics across 6 markets. Delivered diagnostic insights on consumer acquisition, retention, and growth, contributing to $7M+ in incremental trade sales and enabling market mix optimization.Engineered GenAI & ML solutions using Hugging Face, Crew AI, Flask, Django, Streamlit, SQL, and ChromaDB, integrating them into production-ready applications.Delivered automated PowerPoint dashboards with dynamic visuals, cutting reporting time by 80%.Actively contributed to MLOps practices for fine-tuning, deployment, and monitoring of ML models classifying social media text and delivering trended insights. Partnered with analytics, engineering, and product teams to transform AI prototypes into enterprise-scale solutions that enhanced decision-making and business growth.
EDUCATION
Simplilearn Alumni
Master’s Program in Data Science, Data Science
devakaben kalyanji veerji Chheda college of science and commerce
HSC, science
A.c.patil college of engineering
Bachelor of Engineering - BE, Mechanical Engineering
Amulakh Amichand Bhimji Vividlakshi Vidiyalaya
Ssc
ABOUT NIKET SHAH
I am a passionate and result-driven AI Engineer with 6+ years of experience in analytics and automation, including over 4 years specializing in applied data science and natural language processing. I enjoy building innovative, scalable AI solutions that turn complex data into actionable insights.At Brandscapes Worldwide, I lead the design and deployment of AI-powered systems that automate workflows, enhance business intelligence, and enable smarter decision-making. My responsibilities range from automating end-to-end data pipelines to building GenAI chatbots using cutting-edge technologies like LangChain, RAG, Hugging Face, and Crew AI. I’ve collaborated with cross-functional teams to solve business-critical problems across domains such as retail, media, and market research.I bring hands-on expertise in Python, SQL, LangChain, NLP (NER, embeddings, BM25, topic modeling), Generative AI (OpenAI, Gemini, multi-agent frameworks), and tools like Django, Flask, Streamlit, and ChromaDB. I also work with computer vision techniques, building image and video comparison algorithms for media intelligence tasks.My key achievements include:Developed a LangChain-powered chatbot with SQL memory and multi-agent logic to automate report and chart generation, reducing manual effort by 40%.Built NLP QnA systems, document summarizers, and topic classifiers to streamline large-scale text analysis.Automated advanced web scraping systems to extract real-time competitive data across multiple sectors.Designed image and video comparison models to detect visual inconsistencies and track asset versions with high accuracy.Created dynamic PowerPoint reporting pipelines using Python, decreasing turnaround time by 80%.Before stepping into AI full-time, I gained hands-on experience in business analysis and sales engineering, where I used data to improve sales efficiency and forecast inventory trends.I’m currently open to roles in AI, ML, or NLP Engineering where I can create high-impact, production-ready solutions and help organizations make intelligent, automated decisions.
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