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I’m an experienced Data Scientist and AI/ML practitioner with 7 years of experience building and deploying machine learning and deep learning solutions. I focus on forecasting, predictive modeling, and production-ready data pipelines, and I enjoy turning complex analytics into clear, actionable business insights. I’ve worked across end-to-end AI workflows—data ingestion and modeling, evaluation and testing, and deploying solutions in cloud environments. I also bring hands-on experience with LLM-based extraction and RAG-style information retrieval, computer vision workflows, and anomaly detection, while collaborating closely with stakeholders to ensure projects align with business goals.…I’m an experienced Data Scientist and AI/ML practitioner with 7 years of experience building and deploying machine learning and deep learning solutions. I focus on forecasting, predictive modeling, and production-ready data pipelines, and I enjoy turning complex analytics into clear, actionable business insights. I’ve worked across end-to-end AI workflows—data ingestion and modeling, evaluation and testing, and deploying solutions in cloud environments. I also bring hands-on experience with LLM-based extraction and RAG-style information retrieval, computer vision workflows, and anomaly detection, while collaborating closely with stakeholders to ensure projects align with business goals.

user1796045

Data Scientist, AI Engineer, Data Engineer

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I’m an experienced Data Scientist and AI/ML practitioner with 7 years of experience building and deploying machine learning and deep learning solutions. I focus on forecasting, predictive modeling, and production-ready data pipelines, and I enjoy turning complex analytics into clear, actionable business insights. I’ve worked across end-to-end AI workflows—data ingestion and modeling, evaluation and testing, and deploying solutions in cloud environments. I also bring hands-on experience with LLM-based extraction and RAG-style information retrieval, computer vision workflows, and anomaly detection, while collaborating closely with stakeholders to ensure projects align with business goals.…I’m an experienced Data Scientist and AI/ML practitioner with 7 years of experience building and deploying machine learning and deep learning solutions. I focus on forecasting, predictive modeling, and production-ready data pipelines, and I enjoy turning complex analytics into clear, actionable business insights. I’ve worked across end-to-end AI workflows—data ingestion and modeling, evaluation and testing, and deploying solutions in cloud environments. I also bring hands-on experience with LLM-based extraction and RAG-style information retrieval, computer vision workflows, and anomaly detection, while collaborating closely with stakeholders to ensure projects align with business goals.

Available to hire

I’m an experienced Data Scientist and AI/ML practitioner with 7 years of experience building and deploying machine learning and deep learning solutions. I focus on forecasting, predictive modeling, and production-ready data pipelines, and I enjoy turning complex analytics into clear, actionable business insights.

I’ve worked across end-to-end AI workflows—data ingestion and modeling, evaluation and testing, and deploying solutions in cloud environments. I also bring hands-on experience with LLM-based extraction and RAG-style information retrieval, computer vision workflows, and anomaly detection, while collaborating closely with stakeholders to ensure projects align with business goals.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Beginner

Work Experience

Data Scientist / AI Modeler at Montu PTY LTD - Melbourne

September 1, 2024 - February 1, 2026

Built a multivariate sales forecaster to predict sales of product combinations and model their correlated effects. Developed a GenAI solution to extract templated summarized nurse notes from transcripts and created a section-wise summary judgment framework. Created a pharmacy lead generation tool that increased lead output by 25%. Extracted medical conditions from unstructured notes with higher accuracy than a GCP healthcare API by nearly 10%. Maintained strong stakeholder relationships to ensure data initiatives aligned with company strategy.

University of Wolloong Research Assistant at University of Wollongong - Wollongong

February 1, 2024 - April 1, 2024

Engineered high-fidelity data pipelines to ingest and process raw traffic from physical IoT sensors, enabling a specialized SD-IoT dataset that outperformed legacy benchmarks in representing authentic network behaviors. Developed and validated ML models such as time-series analysis to detect DDoS anomalies and support operational stability in distributed networks. Implemented a comprehensive evaluation framework to assess model performance using precision, recall, F1 score, and ROC-AUC.

Machine Learning Consultant at Docsumo PTE LTD - Singapore

October 1, 2022 - January 1, 2024

Extracted digital signatures/OMR boxes using YOLO and tables from bank statements with AWS Textract. Implemented Retrieval-Augmented Generation for information extraction from documents. Used project management methodologies to create project plans, manage resources, and track timelines. Deployed modular solutions and ran system tests for quality and integrity. Tested, debugged, diagnosed, and corrected errors in programming applications according to company testing standards, protocols, and guidelines.

Data Scientist at Megabit Services (Docsumo) - Kathmandu, Nepal

June 1, 2021 - June 1, 2022

Trained and deployed an LLM for information extraction from SIF letter documents with STP accuracy above 95%. Created a forecasting model to support analytics reporting on SIF letters. Extracted information from logistics invoices, KYC documents, and debt settlement documents. Led and worked as head of the engineering team, including involvement in employee selection, interviews, and mentoring of junior team members.

Machine Learning Engineer at Leapfrog Technology - Kathmandu, Nepal

January 1, 2019 - May 1, 2021

Worked on NLP, computer vision, recommendation systems, and data visualization and analytics. Developed chatbot frameworks using RASA and implemented speech-to-text recognition using the Silero model. Collaborated with other team members to build scalable prototypes, and integrated successful models and algorithms into production systems.

Machine Learning Trainee at Grype Systems - Delhi, India

July 1, 2018 - October 1, 2018

Explored tools such as box plots, histograms, scatter diagrams, and graphical analysis using k-statistics and D3.js. Implemented outlier detection for stock stabilization and linear regression for age/weight prediction. Worked with classifier and decision tree algorithms for classification use cases including crime classification, sentiment analysis, fake news detection, and SMS spam analysis.

Electronics Engineer Associate at Fusemachines - Kathmandu, Nepal

October 1, 2017 - April 1, 2018

Assembled custom drones with different hardware modules, electronics sensors, and helped make autonomous drone delivery systems. Programmed drone operations using Python scripts and PX4 for flight and path control, including using simulators to simulate drone operations. Performed socket programming in Python for NodeMCU communication with Raspberry Pi for remote motor control (IoT).