Mohit Bhardwaj

Data Scientist

Delhi, India4 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in Deep Learning and NLP with research publications.
  • Developed state-of-the-art models for real-world applications.
  • Experience in multimodal data analysis and model deployment.
Stackforce AI infers this person is a Deep Learning and NLP expert in the Media and Advertisement sector.

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Skills

Core Skills

Deep LearningNatural Language Processing

Other Skills

Statistical ModelingInformation RetrievalMachine LearningData CollectionArtificial Intelligence (AI)Natural Language Processing (NLP)TransformerBERTNLTKspaCyResearch PublicationsData ScienceUnstructured DataData MiningData Engineering

About

I am an experienced deep learning researcher in the field of Natural Language Processing. I have done my masters in Artificial Intelligence from IIIT Delhi. I have a papers creating novel solutions to solve real world problems like hostility detection, fake news etc. on social media platforms using latest pre-trained language models. As a researcher in TCS Research, I propose new research projects in the area of DL/AI for Media and Advertisement pillar. I perform data collection, Natural Language processing, interactive data visualization, develop state of the art deep learning models using latest language models through frameworks like PyTorch, TensorFlow etc., get insights from the DL/ML models, perform error analysis and write research papers in Latex. My objective is to build a challenging career with a reputed organization that will utilize my education, knowledge, hard work and sincerity at a position to enhance company's productivity along with individual growth. An enthusiastic worker aiming for challenging opportunities to develop my knowledge & skills and contribute significantly towards organizational objectives also willing to learn new concepts and methodologies. Ability to quickly adapt to changes and accept challenges.

Experience

4 yrs 9 mos
Total Experience
2 yrs 4 mos
Average Tenure
3 yrs 4 mos
Current Experience

Delhivery

Data Scientist

Feb 2023Present · 3 yrs 4 mos · Delhi, India · On-site

Tata consultancy services

DL/AI Researcher

Sep 2021Feb 2023 · 1 yr 5 mos · Delhi, India

  • Explored multimodal (text and audio) features for podcast data and trained Machine Learning and Deep Learning models for two downstream tasks:
  • Predict the popularity of a podcast
  • Multilabel podcast genre/tag assignment
  • Multimodal media summarization for long form content like podcasts
  • Analyzing brand personalities and most popular TV shows through the latest language models for optimal advertisement corresponding to a TV series.
Statistical ModelingInformation RetrievalDeep LearningNatural Language Processing

Ibm

DL/AI Researcher

Apr 2020Jul 2020 · 3 mos · Delhi, India

  • Published state-of-the-art DL model to detect fake news about COVID-19 using BERT
  • augmented with 19 user specific features from Twitter. Deployed our model on IBM
  • server using flask.
  • Created an annotated COVID-19 fake news detection dataset for Hindi and Bengali to
  • create multilingual COVID-19 fake news detection model with mBERT language model.
  • Also proposed zero-shot learning approach to alleviate the data scarcity issue in low
  • resource languages.
  • Created auto-encoder model in augmentation with Sentence BERT to perform semantic
  • similarity for live cross domain mapping of guidelines across regulatory documents
  • such as NIST, PCI, GDPR etc.
Statistical ModelingInformation RetrievalDeep LearningNatural Language Processing

Education

Indraprastha Institute of Information Technology, Delhi

Master of Technology - MTech — Artificial Intelligence

Jan 2019Jan 2021

Maharaja Surajmal Institute Of Technology

Bachelor of Technology — Information Technology

Jan 2015Jan 2019

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