- Developed and deployed an LLM-powered customer-facing chatbot, utilizing agent based frameworks. Implemented Retrieval Augmented Generation (RAG) techniques to retrieve data from Snowflake, Google Search, Youtube etc. - Deployed endpoint on GCP Cloud Run using FastAPI-based architecture. - Migrated entire chatbot codebase from Langchain to an in-house solution, reducing frontend response time from 8 seconds to under 2 seconds, and minimizing code dependencies and costs. - Created data ingestion pipelines from different sources, created testing pipeline and evaluation dashboards for chatbot, and performed comparative analysis of different LLM’s.

Worked as a Data Science intern at Token Metrics, a cryptocurrency data insights company, providing predictive models for various cryptocurrencies in the market.• Developed algorithm to define trust score of cryptocurrency using project community involvement, code base analysis, and security audits resulting in increased customer engagement by 12%• Built market sentiment analysis tool using large scale public data from social media sources, resulting in net promoter score (NPS) increasing to 34%.• Building market sentiment analysis tool taking into account the interaction between different cryptocurrencies. Incorporating new features for sentiment model.

Led the analytics and product optimization efforts by analyzing customer conversion data in the NA market for IoT products• Analyzed website workflow data and proposed enhancements, increasing outreach conversions and website visits by 37% YoY (2021-22) resulting in direct revenue impact of 23% during same period. Devised campaign strategies in light of data analysis to achieve conversion targets• Provided analytical insights for improvement of ad campaign revenue impact. Developed classification model using decision trees to enhance customer capture, segment customer market and optimize conversion funnels.• Analyzed PPC rate and customer behavior data to quantify impact of new features in Google Ad campaigns, increasing CTR to 4.07% on search network from 1.8%. Built data visualizations for performance analysis on Tableau.

Well-site Completions engineer at the Halliburton. Providing well-site services and product sales support to upstream operator clients. Engaged in business development role to increase company footprint in market.• Provide well-site services for downhole completion equipment installation to Oil & Gas E&P clients such as ENI, MOL, British Petroleum• Run RTTS packer, Storm Valve, TRSV assembly, completion assembly, Mechanical Setting Tools (for bridge plug), Hydraulic Setting Tools etc. in well service jobs.• Undertake well site activities worth upto $1.5 million in cost• Lead 5-person product line service team for Southern part of Pakistan• Function as a communications link between client and the regional HQ• Provide Completion, Products & Services (CPS) job design, well support, and post job analysis to customers• Liaise with other product lines and global teams to efficiently deliver integrated solutions• Prepare business cases as per business trends, and respond to client RFQ's with competitive proposals for product line. Propose product solutions worth $2 million.• Increased market share from 74% to 86% through aggressive product placement and fostering customer relationships• Provide after sales support for product line• Evaluate new product entry into geo-market as per demand. Introduced new product lines in geo market

Assigned to the Field Maintenance department at Daharki field. Jobs performed include:1- Overseeing the periodic inspection of anti-corrosion equipment2- Measurement of corrosion parameters though observation of Pipe-Soil Potential, inspection of weight loss coupons, and Ultrasonic testing3- Installation of Cathodic Protection system at well sitesAuxiliary activities performed include observation of rig operations, wireline operations to determine BHP, understanding operational functions of Xmas tree, post processing of gas at dehydration plant.