Experience

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  Exactspace

  Dec 2021 - Oct 2023

  Data scientist

  Key Projects & Contributions:1. Process Optimisation: Industrial processes are complex with hundreds of assets interacting with each other in a dynamic environment. Enable your teams with insights to make the most accurate decisions at all times to optimise process outputs and reduce wastage of expensive resources.2. Predictive Asset Management: Industrial assets almost always send out early signals of deteriorating health. Our predictive maintenance solutions leverage these early signals and asset-specific diagnostics to ensure that your critical assets never face an unplanned downtime and operate at peak-performance always.3. Service and Spare Optimisation for OEMs: If you’re an OEM with assets deployed across the globe, see how our solution can generate insights of your assets’ performance at distributed customer locations to help optimise your cost of servicing and providing great customer satisfaction.4. Boiler Tube Leakage Prediction: Predict boiler tube leakages by data wrangling and modelling.Key Work:● analyse billions of data points each day● create and push Python (REST) APIs and scripts via GIT● deploy and train new ML models (Linear Regression, Logistic Regression, SVM, Random Forest, Decision Tree)● retrain deprecated models● deploy PM2, docker, tmux and CRON services● use of Flask and FastAPI● work on SaaS, IOT, B2B products and services● Docker Swarm, Kubernetes● exposure and work on AWS and Microsoft Azure● data queries(SQL and noSQL) and work on Cassandra(Kairos wrapper), MongoDB(Loopback wrapper) and Redis Databases Show less

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  Suvidha foundation

  Dec 2021 - Jan 2022

  Machine learning intern

  Chatbot Creation (using Natural Language Processing) for interacting with users.

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  Petonic infotech

  Nov 2023 - now

  Generative ai sr. engineer

  ● Database: Initiated and crafted the PostgreSQL framework from its inception for the Gen AI Products.● Gen APIs: Engineered advanced Generative AI APIs employing OpenAI models and HuggingFace models like LLAMA2, LLAMA3, Mixtral, Mistral and ORCA. Integrated these with LlamaIndex RAG Framework connected to Pinecone, Qdrant and Faiss VectorDBs, LangChain agents and other OpenAI tools to provide context-aware suggestions based on prompts for the Gen AI products.● Chatbot: Developed a chatbot powered by OpenAI APIs that references predefined product documents to provide accurate and context-specific responses.● Database APIs: Developed APIs to facilitate seamless interaction between the UIs and the PostgreSQL databases.● User Interface: Conceptualized and strategized the product's user interfaces, collaborating closely with UI engineers to bring the visions to life.Key Projects:● SolvAI: Conceptualized a product that provides advanced, tailored business recommendations based on user inputs such as business scenarios, industry, domain, processes, parameters, and financial or non-financial impacts. The solution leverages the RAG (Retrieve-Augment-Generate) framework, integrating data from Pinecone, Qdrant and Faiss VectorDBs to deliver highly customized insights.● SkillExAI: Designed a generative AI-powered solution for daily HR use cases, streamlining processes and enhancing decision-making.● HK Diamond Project: Delivered a project for a global diamond merchant, featuring analytics on processed & raw diamonds and dynamic diamond pricing.● Plannex Recyclers: Delivered two projects: one, a marketplace enabling brands and recyclers to exchange purchase orders and invoices; second, an internal tool for tracking leads, purchase orders, invoices, and providing actionable visualizations for brands, recyclers, and WMAs● Chardham Project (Govt. of Uttarakhand): Conceptualized the UI, developed APIs, and built data ingestion pipelines for the analytics project. Show less