Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
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Amit Malhotra

Amit Malhotra

New Delhi

Summary

Highly motivated and results-driven professional with 6 years of expertise in Artificial Intelligence, Data Analysis and Software Development. Proven track record of delivering strategic insights and innovative solutions at renowned companies such as Infosys and Orange, as well as dynamic startups like Indihood. Eager to transition into a role focused on Data Science and Business Analytics, leveraging comprehensive skills in data exploration, data mining, statistical analysis, and data visualization. Excels in identifying crucial data patterns and trends. Passionate about utilizing advanced analytics to drive informed business decisions.

Overview

6
6
years of professional experience
1
1
Certification

Work History

Al Engineer

Marketstar
03.2024 - Current
  • Developed RAG system utilizing open-source LLMs such as GPT-3, LLAMA and BERT
  • Developed conversational intelligence using fine-tuned Transformers (RoBERTa, T5) for sales insights, applying sentiment analysis and NER.
  • Increased system accuracy by 40% through advanced NLP models
  • Utilized NLTK, spaCy, and Hugging Face for text classification, NER, and QA systems.
  • Enhanced model efficiency via quantization, pruning, and distillation, reducing inference time by 30%.
  • Implemented MLOps pipeline with MLflow, Kubeflow, and Docker, cutting model update time by 50%.

AI ML Software Engineer

Orange Business Services
08.2022 - 03.2024
  • Engineered and deployed state-of-the-art machine learning models for demand forecasting using time series algorithms (ARIMA, Prophet, LSTM), achieving a 20% reduction in network congestion.
  • Integrated dynamic business logic into predictive models using Bayesian optimization and online learning techniques, enhancing adaptability to market fluctuations.
  • Spearheaded the development of an AI-driven load balancing algorithm using reinforcement learning (RL) techniques like Deep Q-Networks (DQN), optimizing network resource allocation.
  • Led the integration of advanced AI features, including an NLP-powered chatbot using RASA and FastAPI, elevating user experience metrics by 40%.
  • Architected a sophisticated recommendation system utilizing collaborative filtering, matrix factorization, and deep learning techniques (NCF, Wide & Deep) in PySpark, driving a 30% increase in service utilization.
  • Played a key role in developing a customer churn prediction model employing ensemble learning methods (Random Forest, XGBoost, LightGBM) and feature importance analysis.
  • Designed and implemented a predictive maintenance system using machine learning (SVM, Decision Trees) and IoT sensor data, achieving over 80% accuracy in hardware malfunction prediction.

Solution Engineer

Indihood
10.2021 - 07.2022
  • Designed and implemented fraud detection algorithms, reducing fraudulent transactions by 30 percent
  • Developed and deployed machine learning models for credit risk assessment, resulting in a 25% reduction in default rates
  • Worked closely with the product development team of Avanti Finance to integrate machine learning features into loan application platforms and streamline customer onboarding.

System Engineer

Infosys
10.2018 - 10.2021
  • Worked as Backend developer developing RESTFUL API on FLASK framework
  • Built Interactive dashboards on Grafana using Prometheus for telegram for monitoring and alerting of Linux and Windows virtual machines
  • Adding unit tests for the features added in the APIs and conducting unit testing
  • Consistently improving the performance of the API which is getting used in automation of the VMWare products
  • Adding new routes in Swagger

Education

PG Diploma -

University of Texas At Austin
Delhi
01.2024

BCA -

Vivekananda Institute of Professional Studies
New Delhi
01.2018

Skills

  • Time series analysis
  • Rnn
  • Istm
  • Tensorflow
  • Keras
  • Computer vision
  • Numpy
  • Sql
  • Deep learning
  • Cnn
  • Statistics
  • Machine learning
  • Artificial intelligence
  • Natural language processing
  • Neural networks
  • Data science
  • Eda
  • Data structures
  • Python
  • Generative ai
  • Artificial Intelligence Engineer

Certification

  • Certification of excellence in python from coding ninjas.
  • Certification in Data Science and Machine Learning
  • Certificate of Excellence in Data structures and Algorithms
  • Azure ai fundamentals (ai-900) by microsoft

Languages

English

Timeline

Al Engineer

Marketstar
03.2024 - Current

AI ML Software Engineer

Orange Business Services
08.2022 - 03.2024

Solution Engineer

Indihood
10.2021 - 07.2022

System Engineer

Infosys
10.2018 - 10.2021

PG Diploma -

University of Texas At Austin

BCA -

Vivekananda Institute of Professional Studies

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Amit Malhotra