Dec 2019 – Apr 2021 · 1 yr 4 mos · Mumbai, Maharashtra, India

• 🌟 Was leading a brilliant team of data scientists as the Head of Product Development, pioneering the creation of innovative AI products. 🚀
• 🔍 Our groundbreaking tools include:
• 📚 Text AI:
• 🎯 Developed a comprehensive ML NLP tool for the entire life cycle of text analysis.
• ✨ Capable of ingesting diverse data formats, pre-processing, building models such as BERT with Bi-directional LSTM, and one-click deployment and model expandability.
• 🏆 Mastered various NLP tasks like text classification, sentiment analysis, topic modeling, and entity recognition.
• 🔗 Applied in fascinating use cases like feedback analysis, domain-specific entity recognition, and data categorization.
• 🖼️ Vision AI:
• 🎨 Created a versatile tool for the complete ML lifecycle of image processing.
• 🌈 Handles image ingestion, pre-processing, augmentation, model building, one-click deployment, and model expandability & monitoring.
• 🔎 Expert at tasks like image classification, segmentation, and object detection.
• 🎁 Utilized in compelling use cases like image auditing, background removal, and image content moderation.
• 🗣️ Speech AI:
• 🎙️ Developed an all-in-one tool for ML lifecycle in speech recognition.
• 🔊 Processes raw speech data and applies speaker diarization, acoustic modeling, language modeling, and post-processing like punctuation.
• 📝 Efficiently converts speech data into text, enabling diverse NLP tasks like entity recognition and sentiment analysis.
• 🎓 Can be trained on domain-specific audio calls, achieving state-of-the-art WER in select domains.
• #AI #ML #TextAI #VisionAI #SpeechAI #Innovation

Feb 2014 – Dec 2019 · 5 yrs 10 mos · Mumbai Area, India

• Machine Learning/Data Science:
• 🔹 Led a high-performing AI/ML team in implementing domain-specific use cases, covering the complete ML lifecycle from data gathering, annotation, EDA, to ML application and deployment.
• 🔹 Utilized Deep Neural Networks to predict retail store decline and health statistics at the county level across the US. Deployed the solution using Flask API on Heroku.
• 🔹 Developed a model for predicting claim settlement delays using advanced Machine Learning techniques.
• 🔹 Created a Convolutional Neural Network model to convert handwritten pre-renewal slips into digital text.
• 🔹 Built an ML model for fraudulent claim detection, enabling effective risk management and prevention.
• 🔹 Automated incident assignment using NLP BERT algorithm to categorize incidents and assign priority seamlessly.
• 🔹 Developed an HR Assist chatbot utilizing API.AI to provide efficient resolution of HR queries using NLP capabilities.
• SharePoint Development/Administration:
• 🔸 Led a team in implementing a SharePoint farm with custom search functionality, leveraging open-source ElasticSearch technology.
• 🔸 Wrote PowerShell scripts and performed configurations on SharePoint Farm for day-to-day support and development tasks.
• 🔸 Successfully executed SharePoint migration from SP2013 to SharePoint Online, ensuring seamless transition and data integrity.

Jul 2011 – Feb 2014 · 2 yrs 7 mos · Mumbai Area, India

• SharePoint Development/Administration:
• 1️⃣ Proficient in installing, configuring, and maintaining end-to-end large SharePoint farms from SP 2007 to SP2013, ensuring optimal performance and seamless operations.
• 2️⃣ Extensive experience in developing custom solutions tailored to client requirements, employing both server-side and client-side development techniques.
• 3️⃣ Expertise in SharePoint Migration, adept at executing smooth transitions using various methods, including in-place migration and tools like Metalogix.
• 4️⃣ Skilled in PowerShell scripting, enabling automation of tasks and creating custom user interfaces on lists and libraries to fulfill daily customer needs.