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
Research Lab: Multimodal Perception Lab
Master of Science (MS) by Research
Bangalore, Karnataka, India
Aug 2018- May 2022
GLA University
Cyber Security & Forensics Graduate, issued by IBM
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