A Bit About Me
I am passionate about learning new things and solving problems. I have got passion, a keen eye for detail and a curious mind that work together to achieve some amazing things.
My core focus of interests are: Machine learning, Data Science and Data Visualization. I have worked on multiple projects to pursue my passions and I am eager to employ my strong problem-solving skills to support businesses in making data-driven decisions effectively.
Work Experience
라일라베레즈 (LilacBerez)
AI Researcher
Mar 2024 - Present
Seoul, South Korea
- Conduct in-depth research on the latest advancements in generative AI, focusing on identifying new, faster, and more efficient methods to improve personal and business operations in various domains
- Prepare detailed technical documentation on research findings and model performance, ensuring clarity and precision
- Monitor and analyze industry trends and advancements in generative AI, providing actionable insights that inform future research and operational improvements
Coders Data
Data Analyst
Feb 2023 - Mar 2024
Houston, USA
- Developed an advanced multilingual AI chatbot for customer support with GPT-4 Turbo, boosting engagement, streamlining processes, and reducing response times leading to improved customer satisfaction, operational efficiency and enhanced service accessibility
- Implemented marketing mix modeling using Python, with advanced attribution models, marketing channel analysis, and ad budget optimization, leading to improved resource allocation and ROI
CMU CyLab
Graduate Research Assistant
Sep 2022 - Jan 2023
Pittsburgh, USA
- Played an integral role in gathering and organizing data for the development of cutting-edge technology that revolutionizes the way products are identified and processed during self-checkout,
contributing to increased efficiency and accuracy
EXFO
Data Scientist (Internship)
May 2022 - Aug 2022
Montreal, Canada
- EXFO is the communications industry's test, monitoring and analytics market leader
- Deployed Graph-Augmented Normalizing Flows using PyTorch, trained on proprietary Call Data Records, to detect anomalies in telecom networks with an accuracy of 90.53%
- Engaged proactively in weekly brainstorming sessions with the lead R&D team, fostering collaborative idea exchange and contributing to innovative solutions
HFCL Limited
Technology Consultant
Jun 2018 - Nov 2020
Delhi, India
- Created interactive dashboards using Tableau and Power BI to visualize core business KPIs of optical fiber cables at the HTL manufacturing plant, leading to improved decision-making
- Designed an advanced signaling system for Modern Train Control System (MTCS) National Project, worth $450 Million (US), based on the European Train Controlling System – Level 2, which will
increase the capacity of the Indian railway network by 46-48%
- Played a key role in planning the communications network for Mauritius Metro by preparing detailed designs of various subsystems
- Deployed the communications network for the Eastern Dedicated Freight Corridor (EDFC) in various cities across India
- Trained at HTL Manufacturing Facility where I learned the production and testing process of Optical Fiber Cable
- Exposure to multiple nation-wide projects based on DWDM, Wi-Fi, SDH, Optical Communication and GPON
Eaton
Data Analyst (Internship)
Jun 2016 - Jul 2016
Pune, India
- Worked on 'Cost optimization and rationalization of electro-hydraulic products' by using Value Engineering Techniques and made an estimated 1,66,000 USD savings per annum for the company