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Resume

Experience

Sep 2022 - Present

Artificial Intelligence (AI) Consultant

Remote

Led the development and deployment of a comprehensive AI image processing pipeline with 95% accuracy for packaged food  products, extracting pivotal information such as ingredients, allergens, logos, nutritional details, and various labels.

Key Achievements:
• Constructed specialized parsers for ingredients, serving size, product weight, nutritional values, organic labels, quality labels, allergens, additives, etc., resulting in a 60% faster data processing time.

• Successfully integrated a large language model, like GPT-4, with tailored prompt engineering for optimal data extraction, achieving a 45% improvement in data extraction accuracy.

• Incorporated Google Cloud Vision OCR for accurate text extraction from images, enhancing text accuracy recognition accuracy by 30% and formulated algorithms to derive ingredient percentages.

• Successfully identified 120+ logos within images with a 95% detection accuracy across 10000+ brands.

• Solely managed the complete DevOps cycle, from server setups, deployment on AWS, to implementing auto-start features for the AI pipeline.

• Designed and validated robust database schemas for MongoDB and PostgreSQL, ensuring data integrity and scalability.

• Built resilient deployment pipelines: achieved 99.9% uptime with automatic AI pipeline restarts post-server shutdowns and ensured codebase remains updated by auto-pulling from GitHub, eliminating manual update interventions by 100%.

Jan 2024 -  Present

Teaching Assistant (TA) for NLP

Bangalore, Karnataka, India

Conducted tutorials and provided in-depth explanations of NLP topics including Large Language Models (LLMs).
Supported NLP course development, conducted workshops, graded assignments, collaborated with TAs and
students, and gained in-depth knowledge of NLP techniques.

May 2022 -  Aug 2022

Artificial Intelligence (AI) Consultant

Bangalore, Karnataka, India

Led the enhancement and optimization of chatbot search functionalities to accommodate continuous real-time data
influx that helped increase productivity by 30% and reduced downtime by 50%.

Jun 2021 -  Nov 2021

Associate Data Scientist

Bangalore, Karnataka, India

Served as Project Lead, liaising with clients to understand requirements, formulating detailed project plans with key milestones, and ensuring optimal resource allocation, leading to the successful completeion of projects 20% ahead of time. Regularly communicated project progress to clients and stakeholders.

In the role of Associate Data Scientist, spearheaded enhancements in an AI/ML-driven chatbot focusing on natural
language processing, integrating NLU, NLG, and NLP capabilities.

Oct 2020 -  Sep 2021

Artificial Intelligence (AI) Consultant

Remote

Spearheaded projects involving machine learning, deep learning, and web scraping.
Developed and deployed the following end-to-end pipelines:

• OCR Pipeline: Extracted specific data from images, integrating active learning, image segmentation, and text
recognition processes, enhancing accuracy with spelling correction.

• Logo Detection: Identified diverse logos within images.

• Ranking System: Prioritized food additives using collected data.

• Product Analysis Tool: Automated scraping and structured storage of comprehensive food product details from
leading e-commerce platforms, capturing 10,000+ products monthly with a 98% data accuracy rate.

• Information Aggregator: Accumulated visual and textual data on food products, encompassing nutrition facts,
ingredient specifics, intake guidelines, and more from primary online sources, aggregating data on 50,000+
products with 99% consistency rate.

Jul 2020 -  Jun 2021

Associate Data Scientist

Bangalore, Karnataka, India

Specialized in natural language processing, machine learning, database management, DevOps, and web development.

Led the creation of a deep learning chatbot equipped with NLU, NLG, and NLP, offering real-time learning for context-specific interactions, which led to a 35% reduction in user query resolution time.

Developed an analytics dashboard providing real-time data analysis, statistical insights, and dynamic data visualizations, encompassing both current and historical metrics.

Leveraged open-source frameworks for seamless integration of the chatbot into remote collaboration tools, resulting in a 60% faster response time during escalations and a 30% increase in team collaboration efficiency.

Designed an administrative console for precise chatbot learning control, reducing manual interventions by 70% and streamlined the execution of routine tasks, leading to a 25% increase in operational efficiency.

Sep 2020 -  Feb 2021

Research Assistant

Remote

Engaged in comprehensive analysis, proposal, and development of novel techniques for hybrid feature selection
methods and meta-heuristics-based optimization.

Collaborated closely with a professorial team to contribute technical expertise to multiple research papers, leading to the publication of 3 research papers, with 1 paper receiving Best Paper of the Conference award.

Education

Aug 2022 - May 2025

International Institute of Information Technology  (IIIT), Bangalore

Master of Science (MS) by Research

Bangalore, Karnataka, India

Aug 2018- May 2022

GLA University

Bachelor of Technology (B.Tech) in Computer Science

Mathura, Uttar Pradesh, India

Jul 2015 - May 2017

Joseph and Mary Public School

Computer Science, Mathematics, Physics, Chemistry

Senior Secondary School

Delhi, India

Conferences

• Volunteered at 7th International Conference on Data Science and     Management of Data, 2024

• Volunteered at 24th ACM International Conference on Multimodal     Interaction, 2022
 

• Represented Modular Open Source Identity Platform (MOSIP) at 
   Open Source India (OSI) Conference, 2022

Skills

Specializations

Natural Language Processing (NLP)

Computer Vision (CV)

Large Language Models (LLMs)

Prompt Engineering

Reinforcement Learning (RL)

Deep Learning (DL)

Machine Learning (ML)

Custom GPTs

Frameworks

TensorFlow

Django

Rasa

PyTorch

Keras

Libraries

Hugging Face

OpenCV

Scikit-Learn

Beautiful Soup

Spacy

NLTK

Albumentations

Cloud Platforms & APIs

Amazon Web Services (AWS)

GPT - 4

Dall - E

Google Cloud Platform (GCP)

GPT - 3.5

Google Cloud Vision

Development Tools

Git

Docker

Anaconda

Labelme

Jira

PyCharm

Studio3T

Jupter Notebook

LabelImg

Technologies

Linux (Debian, Arch, Red Hat)

Web Crawlers

Elasticsearch

Databases

MongoDB

MySQL

PostgreSQL

Languages

Python

CSS

MATLAB

HTML

SQL

Octave

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