Summary
Overview
Work History
Education
Skills
Projects
Timeline
Generic

Akanksha Upadhyaya

Bangalore

Summary

An accomplished Tech Lead with over 10 years of experience at leading AI startups, specializing in the design and deployment of Generative AI and Voice AI solutions across diverse sectors, including real estate, religious services, e-commerce, banking, and retail. With deep expertise in Natural Language Processing (NLP) and Machine Learning, I have successfully developed intelligent chatbots for the banking domain, utilizing advanced techniques such as intent classification, entity extraction, context handling, and sentiment analysis to enhance customer experiences and streamline operational workflows.

Proven in leading and mentoring cross-functional teams of engineers, I drive technological innovation and ensure the delivery of scalable, high-impact AI products that align with strategic business objectives. Adept at bridging the gap between technical teams and stakeholders, I ensure successful AI adoption and deployment while addressing both customer-facing and backend challenges. My work has consistently focused on creating AI agents that automate complex tasks, improve decision-making, and deliver impactful results in dynamic business environments.

Overview

11
11
years of professional experience

Work History

Tech Lead

Gupshup Technologies Pvt. Ltd.
Bangalore
06.2022 - Current
  • In my day-to-day role, I lead a team of six engineers, focusing exclusively on Generative AI and Natural Language Processing (NLP) implementation. My responsibilities span both technical leadership and customer engagement, ensuring the successful delivery of AI solutions tailored to business needs.
  • I work closely with customers to help them understand the capabilities and potential of AI, while also gathering and refining their requirements to design and implement intelligent AI agents. This involves identifying key pain points, aligning solutions with their goals, and driving the adoption of AI within their workflows.
  • To date, I have successfully developed and deployed AI agents with multilingual and voice support across diverse domains, including real estate, religious services, e-commerce, banking, and retail. These agents are designed to deliver seamless user experiences, automate tasks, and provide scalable, efficient solutions for complex business processes.
  • I take pride in combining technical expertise, leadership, and customer-centric approaches to create impactful AI solutions that bridge the gap between cutting-edge technology and real-world applications.

Lead Data Engineer

Active.AI Pte. Ltd.
Bangalore
12.2021 - Current
  • I led a team of six data specialists and annotators, focusing on the development of advanced machine learning and NLP solutions, including classification, entity extraction, context handling, and parsing, specifically designed for chatbot systems.
  • With extensive experience in the fintech domain, I worked with global clients such as Axis Bank, HDFC, IndusInd, Kotak, and Standard Chartered Bank, delivering high-quality chatbot solutions that improved customer interactions and streamlined operations. My work involved creating intelligent, domain-specific chatbots tailored to the unique needs of the banking sector.
  • In addition to development, I provided training to clients on AI product usage, ensuring smooth adoption and integration. I also addressed real-world challenges by resolving customer issues with subject-matter expertise, delivering efficient, and effective solutions. My contributions combined technical excellence with customer-focused problem solving to drive impactful AI implementations.

Senior Data Engineer

Active.AI Pte. Ltd.
Bangalore
12.2017 - 11.2021
  • Led the end-to-end development and deployment of multilingual conversational AI bots, achieving an overall 95% accuracy in intent classification, entity recognition, and context retention through advanced machine learning model training, hyperparameter tuning, and domain-specific optimization techniques.
  • Conducted in-depth client training sessions on the implementation and utilization of AI solutions, effectively bridging the gap between technical teams and business stakeholders by translating complex NLP requirements into actionable deliverables and ensuring seamless adoption.
  • Enhanced chatbot performance by improving data preprocessing pipelines, optimizing annotation workflows, and employing iterative model refinement techniques such as transfer learning, fine-tuning, and real-time feedback incorporation to adapt to evolving user requirements and domain constraints.

Senior Associate Software Engineer

Active.AI Pte. Ltd.
Bangalore
09.2016 - 12.2017
  • Worked on the design and development of AI-driven chatbots for clients across India, Singapore, Malaysia, and the U.S., delivering tailored solutions for diverse business requirements.
  • Optimized key NLP components, including entity extraction, intent classification, and context detection, achieving consistently high accuracy rates through advanced model tuning, and iterative testing.
  • Defined and implemented robust data training pipelines and annotation workflows, ensuring datasets were accurately aligned with client-specific needs and domain requirements.

Software Engineer

Process9 Technologies Pvt. Ltd.
Gurgaon
06.2015 - 06.2016
  • Played a pivotal role in the development of a machine translation system supporting nine Indian languages, significantly improving language processing accuracy by addressing the linguistic complexities unique to each language.
  • Designed and implemented advanced preprocessing modules, including tokenization, lemmatization, and stopword removal, tailored to handle the morphological and syntactic variations across multiple Indian languages.
  • Developed and optimized parsing algorithms to accurately analyze sentence structures, ensuring improved syntactic analysis for translation.
  • Worked extensively on word sense disambiguation (WSD) techniques, utilizing context-based methods to resolve lexical ambiguities, and enhance semantic accuracy in translations.
  • Designed and fine-tuned chunking algorithms to identify and process meaningful language units, improving the system's ability to handle phrasal constructs, and deliver grammatically correct translations.

Programmer

IAP Company Ltd.
New Delhi
04.2014 - 05.2015
  • Spearheaded the enhancement of government websites by implementing an advanced sentiment analysis system, leveraging NLTK for natural language processing, and Naïve Bayes classification algorithms for accurate sentiment prediction.
  • Conducted an in-depth analysis of user-generated content, including feedback, comments, and reviews, to derive actionable insights that informed decision-making and improved the user experience on government portals.
  • Utilized a range of NLP techniques, such as tokenization, stemming, and feature extraction, to preprocess data and optimize the performance of the sentiment analysis model.
  • Delivered valuable reports that helped government stakeholders understand public sentiment, identify areas for improvement, and enhance overall citizen engagement.

Education

M.Tech. - Computer Science Engineering

Lakshmi Narain College of Technology
Indore
01.2014

B.Tech. - Computer Science Engineering

Rajiv Gandhi Technical University
M.P.
01.2010

Senior Secondary -

Ujjain Public School
Ujjain
01.2006

Secondary -

Ujjain Public School
Ujjain
01.2004

Skills

  • Generative AI and NLP expertise
  • Machine Learning Model Training and Fine-tuning
  • Conversational AI & AI Agent Development
  • Multilingual AI Solutions
  • Voice AI Integration
  • Data Preprocessing & Engineering for AI
  • Leadership, Mentorship, & Team Management
  • Client Interaction, Requirement Gathering, & Solution Design

Projects

  • Real Estate AI agent with Voice: Developed and deployed an intelligent Real Estate AI Agent leveraging Generative AI and Voice AI technologies to streamline customer interactions, including Property Search Assistance for buying, selling, and renting, personalized property recommendations, Lead Qualification, and Appointment Scheduling. The solution featured voice AI capabilities on PSTN numbers, supporting English, Hindi, and Arabic for lead qualification and appointment booking, addressing challenges such as high query volumes, diverse property preferences, and the need for dynamic, on-demand assistance.
  • Nestle Professional Malaysia AI Agent: The Nestlé Professional AI Agent, available in Bahasa, Mandarin, and English, is designed to assist food professionals such as chefs, cloud kitchen owners, and restaurant operators. It offers comprehensive details about Nestlé products. Additionally, the agent provides tailored recipe recommendations featuring Nestlé products, along with updates on events, promotions, and the latest news to keep users informed and engaged. This AI-driven solution has significantly benefited Nestlé by increasing product adoption through detailed guidance and recommendations, enhancing customer satisfaction with 24/7 multilingual support, and driving brand loyalty among food professionals.
  • Recipe AI Agent: The AI-powered Culinary Assistant is a transformative solution for Badshah Masala, enhancing customer engagement, satisfaction, and loyalty while driving business growth. It simplifies meal planning and cooking with features like personalized recommendations, grocery list generation, and step-by-step cooking guidance, including measurement conversions and timing tips.
  • BFSI chatbot: The AI-powered BFSI (Banking, Financial Services, and Insurance) Chatbot is an intelligent solution designed to enhance customer engagement, streamline operations, and provide personalized support. Leveraging machine learning, it offers key functionalities such as customer onboarding, personalized financial advice, and 24/7 real-time assistance for queries related to account balances, transactions, and card status.The chatbot supports loan and credit card assistance and seamless bill payments and fund transfers. It also helps with insurance-related queries, including policy options, premium payments, and claim updates. Trained on domain-specific data, the chatbot continuously learns and improves to deliver accurate, context-aware responses. This solution reduces customer service costs, improves operational efficiency.

Timeline

Tech Lead

Gupshup Technologies Pvt. Ltd.
06.2022 - Current

Lead Data Engineer

Active.AI Pte. Ltd.
12.2021 - Current

Senior Data Engineer

Active.AI Pte. Ltd.
12.2017 - 11.2021

Senior Associate Software Engineer

Active.AI Pte. Ltd.
09.2016 - 12.2017

Software Engineer

Process9 Technologies Pvt. Ltd.
06.2015 - 06.2016

Programmer

IAP Company Ltd.
04.2014 - 05.2015

M.Tech. - Computer Science Engineering

Lakshmi Narain College of Technology

B.Tech. - Computer Science Engineering

Rajiv Gandhi Technical University

Senior Secondary -

Ujjain Public School

Secondary -

Ujjain Public School
Akanksha Upadhyaya