Portfolio
What Service You Will Get From Me
A showcase of innovative solutions built with cutting-edge AI, NLP, and search technologies.
AI-Powered Global Search System (ServiceNow)
Client: ServiceNow | Company: Agreeya Solutions | 2022 – Present
Replaced Apache Solr with AI Search in ServiceNow, enhancing performance and scalability. Integrated Azure OpenAI for intelligent search result summarization and developed RESTful APIs with real-time data ingestion across global portals.
Tech Stack: Python, Java, AI Search, Azure OpenAI, ServiceNow
Job & Resume Search Engine
Company: Startup OI Pvt. Ltd. | 2022
Built a robust, scalable Elasticsearch-powered platform to match candidates with jobs using Boolean, predictive, and multilingual search.
Tech Stack: Elasticsearch, Python, Java, AWS, REST APIs
Blockchain-Based Reward System (OI Coin)
Company: Startup OI Pvt. Ltd. | 2022
Integrated Binance Smart Chain to develop a smart contract-based rewards system incentivizing user activity. Enabled secure real-time crypto transactions using OI Coin.
Tech Stack: Solidity, Binance Smart Chain, Python, AWS
Multilingual Chatbot for 50+ Websites
Company: Telus International | 2018 – 2022
Designed a multilingual chatbot platform with NLP features like entity/intent detection, spell correction, and auto-complete, deployed across 50+ global sites.
Tech Stack: Python, Scikit-learn, Spacy, Kubernetes, GCP
LLM-Powered Summarization for Auto Fixes
Company: Telus International | 2018 – 2022
Trained Llama2 models to generate descriptive summaries and extract key parts from automotive repair data, pre-indexed into Solr for fast retrieval.
Tech Stack: LLMs, Python, Solr, MySQL, Redis
Vehicle Trouble Code Search Engine
Company: Telus International | 2018 – 2022
Designed a Solr-based system indexing over 50M vehicle error codes, featuring autocorrect, recommendations, and NLP-powered clustering.
Tech Stack: Solr, Python, AWS Beanstalk
Unified Search for Communication Suite
Company: The Digital Group | 2014 – 2017
Built a custom Solr engine for a platform integrating email, chat, and project management—making everything searchable with real-time indexing.
Tech Stack: Solr, Java, Spacy, Redis, Zimbra, Redmine
Knowledge Extraction System Using NLP
Company: The Digital Group | 2014 – 2017
Developed a smart pipeline for summary generation, sentiment analysis, and keyword extraction using ML + rule-based NLP on enterprise content.
Tech Stack: Python, Java, SPARQL, Apache Solr, Sesame Server
Search & Recommendation Engine for Recruitment
Company: Monster India | 2017 – 2018
Created APIs and Solr-based indexing for job and resume search, integrated with NLP and Firebase for real-time recommendations.
Tech Stack: Python, Java, Solr, Firebase, NLP