Ekta Makhija

Data Scientist

Bengaluru, Karnataka, India3 yrs 11 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in Generative AI and Natural Language Processing.
  • Strong background in Mathematics and investment research.
  • Professional Bharatanatyam dancer with over ten years of experience.
Stackforce AI infers this person is a Data Scientist with expertise in AI and Fintech.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Natural Language Processing (nlp)Machine LearningPortfolio Optimization

Other Skills

Analytical SkillsCUDACommunicationCorporate CommunicationsData AnalysisDeep LearningDelegationDesignFinancial AnalysisGenerative AIGoogle Cloud Platform (GCP)Investment ResearchInvestmentsLarge Language ModelsLeadership

About

I am currently working as a Data Scientist at Deloitte USI. My role involves extensive research in the field of Generative Artificial Intelligence, with a major focus on Natural Language Processing. I explore the performance of various Large Language Models, such as Llama2, Mixtral 8X7B, and OpenAI. I have experience with multiple technical stacks, including NVIDIA’s Triton Inference Server, TensorRT LLM, NeMo Framework, NIM, vLLM, and quantization and fine-tuning techniques such as LoRA and QLoRA. Another field I am passionate about is finance. I am an active investor in the Indian stock market and eagerly look forward to opportunities in trading, investment banking, and investment research. With a background in Mathematics, I believe my knowledge combined with my work experience in AI will be a valuable asset in the field of investment research. I recently completed my Master's from the Indian Institute of Technology, Bhilai, in Mathematics and Computing. During my time at IIT Bhilai, I served as the Student Placement Coordinator and the Discipline Representative for Mathematics. I am deeply interested in research, and my Master's thesis, titled "Pattern Avoidance in Permutations," is an active area of Enumerative Combinatorics. My interest in machine learning and AI led me to pursue a research project titled "Portfolio Optimization using Machine Learning" and several online courses in the same field. Outside of academics, my hobbies include sports, martial arts, and Bharatanatyam. I am a professional Bharatanatyam dancer and have been practicing this art form for over ten years. In sports, I enjoy table tennis, swimming, chess, and badminton. I represented IIT Bhilai at the 55th Inter IIT Sports Meet. Additionally, I am a nature lover and a trekking enthusiast. I like to push my limits and explore all the fields I find exciting.

Experience

3 yrs 11 mos
Total Experience
1 yr 11 mos
Average Tenure
3 yrs
Current Experience

Deloitte

Data Scientist

Jun 2023Present · 3 yrs · Bengaluru, Karnataka, India · On-site

Generative AINatural Language ProcessingLarge Language ModelsNVIDIA’s Triton Inference ServerTensorRT LLMNeMo Framework+8

Indian institute of technology, bhilai

2 roles

Student Placement Coordinator (PG)

Sep 2022Apr 2023 · 7 mos

Liaisoning Head of the Student Placement Team at IIT Bhilai

May 2022Apr 2023 · 11 mos

Indian institute of technology (indian school of mines), dhanbad

Project Intern

May 2022Sep 2022 · 4 mos · India · Remote

  • I will be working on a project based on Portfolio Optimization and Machine Learning, under Dr. Ruchika Sehgal of the Department of Mathematics, IIT(ISM) Dhanbad.
  • This project will involve applying machine learning tools to the portfolio optimization problems, and analysing the results to obtain the optimum portfolio for investments.
Machine LearningPortfolio Optimization

Education

Indian Institute of Technology, Bhilai

Master of Science - MSc — Mathematics and Computing

Aug 2021May 2023

St. Xavier's College

Bachelor of Science - BSc — Mathematics

Jun 2018May 2021

Stackforce found 100+ more professionals with Artificial Intelligence (ai) & Natural Language Processing (nlp)

Explore similar profiles based on matching skills and experience