a Sr.Data scientist.
an AI Engineer.
a Researcher.
a Mother.
Welcome! I am a Senior Data Scientist with a passion for engineering and research, specializing in natural language processing and data science. Inspired by my multilingual upbringing and driven by a commitment to advancing technology, I focus on innovative AI solutions. Beyond my professional pursuits, I cherish being a mom and express my creativity through singing. Join me on my journey to explore the fascinating intersection of technology and human experience.
My Resume
Yesterday I was clever, so I wanted to change the world. Today I am wise, so I am changing myself Rumi
Growing up as the daughter of a doctor, I was inspired by the world of medicine and dreamed of becoming a physician myself. I immersed myself in my studies, successfully qualifying for competitive exams like AIMMS, AIPVT, and AFMC. However, as I explored my interests further, I discovered a captivating passion for speech processing that ultimately guided me toward engineering.
A pivotal moment arrived in my first year of B.Tech when I stumbled upon silent sound technology online. Intrigued, I felt a spark that reignited my academic journey. My father, recognizing my enthusiasm for research, encouraged me to explore a lateral entry program at IIIT Hyderabad. With determination, I excelled in the challenging entrance exam and interviews, showcasing my newfound passion.
Diving headfirst into research, I presented papers at prestigious tech festivals, including IIT Hyderabad and BITS Hyderabad, where I earned top honors. These experiences deepened my love for research and paved the way for my admission to IIIT Hyderabad, where I proudly stood among just two candidates selected nationwide for my course.
At the heart of my journey are my incredible parents, whose unwavering support and commitment to my education have shaped who I am today. They instilled in me the belief that my potential knows no bounds, regardless of gender, and their encouragement has been a constant source of motivation.
Beyond my professional life, I’m a proud mom to a beautiful son, who inspires me every day. I also find joy and creativity in singing, which allows me to express myself beyond the world of data.
These personal experiences not only enrich my perspective but also deepen my commitment to advancing the field of data science and AI. Together, they remind me of the importance of perseverance, creativity, and the support of loved ones on this incredible journey.
(Mounika K.V, Ravi Kumar Vuddagiri, Suryakanth V Gangashetty, Anil Kumar Vuppala, 2018), International Journal Of Speech Technology
This paper combines excitation (RCC) and vocal tract (MFCC) features for LID, achieving significant performance improvements with DNNs.
(Mounika K.V, et al., 2017), NIST LRE Conference
This paper discusses various DNN and i-vector systems used for the NIST LRE 2017 challenge, providing a benchmark for future research.
(Mounika K.V, et al., 2017), NIST LRE Conference
This paper details the BNF and i-vector systems submitted to NIST LRE 2017, achieving strong performance in the fixed condition.
(Mounika K.V, Sivanand Achanta, Lakshmi HR, Suryakanth V Gangashetty, Anil Kumar Vuppala, 2016), INTERSPEECH, San Francisco
The paper analyzes DNNs for language identification, showing that deeper architectures with attention mechanisms improve performance.
(Anil Kumar Vuppala, Mounika K.V, Hari Krishna Vydana, 2015), IEEE Conference on Signal Processing, Informatics, Communication, and Energy Systems
This paper presents a robust LID method that enhances performance by focusing on high-sonority speech regions, less affected by noise.
(Hari Krishna Vydana, Mounika K.V, Anil Kumar Vuppala, 2014), IEEE International Conference on Devices, Circuits, and Communications
This study improves syllable nuclei detection using high spectral energy in formant regions during glottal closure for better accuracy.
This project involved developing a demand forecasting model to maintain Walmart's competitive edge in the retail market. For existing items, the model analyzes historical sales data, market trends, and competitor performance to forecast future demand. For new items, it specifically predicts initial demand within Walmart.
This project focused on wake word detection application designed to activate upon hearing the phrase "Okay Huddle." It is optimized for work-from-home scenarios, accurately detecting keywords like "note," "important," and "crucial" despite background noise.
As part of my master’s thesis, I developed an attention-based deep neural network to identify Indian languages from 3-second speech samples. This project highlights India’s linguistic diversity and my passion for speech technology.
As the Coordinator for the Research and Development (R&D) Exhibition, I managed the planning and execution of the event. I worked with researchers and industry professionals to present innovative projects and ensure smooth operations. The event fostered networking and knowledge-sharing among participants - 2016
IIIT Hyderabad - 500 032 (Andhra Pradesh, India) (Member, Local Organizing Committee) - 2015
at IIIT Hyderabad - 500 032 (Andhra Pradesh, India) (Member, Local Organizing Committee) - 2015
IIIT Hyderabad - 500 032 (Andhra Pradesh, India) (Member, Local Organizing Committee) - 2014
conducted at IIIT Hyderabad, during 14-17 December 2014
A glimpse of my beautiful journey as a mother.
Celebrating my academic achievements with my biggest supporters—my parents.
Successfully organized multiple events, including conferences and workshops.
Research Internship in Czech Republic
A performance from my singing journey.
A general knowledge quiz show that covered a wide range of topics, from epics to current affairs. I was thrilled to win 90 grams of gold
Sr.Data Scientist Walmart USA
Artificial Intelliegence EngineerHuddl Enterprises Private Limited
Research Internship - Siemens Corporate Technologies - Research in Digitalization and AutomationBangalore, India
Research Internship - Brno University of Technology (BUT), Brno, Czech RepublicDepartment of Computer Graphics and Multimedia (DCGM)
MS by Research in ECEIIIT Hyderabad, IndiaI completed a Master of Science by Research in Electrical and Computer Engineering at IIIT Hyderabad, India. The program was research-focused, with no coursework, allowing me to concentrate on advanced research projects and contribute to significant developments in the field.
B.Tech in ECEIIIT Hyderabad, IndiaI completed my Bachelor of Technology in Electrical and Computer Engineering at IIIT Hyderabad, India, with a GPA of 7.76/10.0. My academic journey provided a robust foundation in electronics, computer systems, and engineering principles, preparing me for advanced research and professional opportunities in the field.
PUC (CBSE)RGUKT, R.K.Valley, IndiaI completed my Pre-University Course (PUC) under the CBSE curriculum at RGUKT, R.K. Valley, India, achieving a GPA of 8.64/10. This program provided a strong foundation in core subjects and prepared me for advanced studies in engineering and technology.
SSLCSt. Philomenas High School, BellaryI completed my Secondary School Leaving Certificate (SSLC) at St. Philomena's High School, Bellary, with a percentage of 85.76%. This achievement reflects a solid academic foundation and readiness for further studies.
Email: lahari2mounika@gmail.com
Address: California, USA