Sep 2023 – Sep 2025 · 2 yrs · Remote

• 🔹 Job Code Classification Project – Worked on a machine learning model to classify job roles based on job titles. Implemented post-processing techniques to accurately map each role to the appropriate job code.
• 🔹 Migration Project – Led the migration of legacy stored procedures to Python SQL, enabling execution in Databricks for improved scalability, maintainability, and performance.
• 🔹 Candidate Evaluation PoC – Developed a proof of concept that analyzed interview transcripts and generated performance scores using GPT-4.1, showcasing the potential of generative AI in candidate assessments.
• 🔹 Retrieval Task with BGE Embeddings – Implemented a semantic retrieval system leveraging BGE embeddings to fetch the most similar jobs based on job title, education, location, and skills matching, improving recommendation accuracy and relevance.
• 🔹 Designed, built, and deployed an AI agent in AgentCore runtime on AWS Bedrock, integrating two MCP servers to extend capabilities. This enabled intelligent automation and seamless agentic workflows.

May 2022 – Sep 2023 · 1 yr 4 mos · Remote

• 🔹 Chatbot Development Across Domains – Designed and developed chatbots tailored to diverse client business needs, delivering scalable conversational AI solutions.
• 🔹 Multi-Channel Deployment – Built and deployed bots across multiple platforms including Web, WhatsApp, and Facebook, ensuring seamless user engagement across channels.
• 🔹 Conversational Flow Design – Created intuitive and structured conversational flows to improve dialogue management and user experience.
• 🔹 AWS Lambda Integration – Implemented AWS Lambda functions to handle slot values across different intents, enabling dynamic and context-aware responses.
• 🔹 End-to-End AI Assistant Ownership – Drove full lifecycle development of AI chatbots, including training, feature enhancement, and iterative improvements — resulting in better user experience and higher customer satisfaction.

Oct 2021 – Apr 2022 · 6 mos · Remote

• 🔹 Custom AI Solutions – Developed, contributed to, and consulted on tailored AI/ML solutions across diverse business domains.
• 🔹 Deep Learning for Computer Vision – Designed and trained models for object detection and image classification, applying cutting-edge techniques in computer vision.
• 🔹 ML & DL Model Development – Built and optimized supervised and unsupervised learning pipelines, with a strong focus on experimentation, research, and performance improvement.
• 🔹 MLOps Implementation – Implemented end-to-end MLOps practices, ensuring scalable deployment, monitoring, and automation of ML/DL models.
• 🔹 NLP Applications – Integrated Natural Language Processing (NLP) techniques into AI models to enable intelligent, language-aware solutions.
• 🔹 API & App Development – Built Flask-based microservices and applications to serve ML/DL models in production.
• 🔹 Data Engineering & Analysis – Conducted data preprocessing, cleaning, scientific data analysis, and statistical analysis to ensure high-quality inputs for AI models.
• 🔹 Big Data Integration – Integrated models with NoSQL databases (MongoDB) and Google BigQuery for efficient data storage, access, and processing.
• 🔹 Image Processing – Applied advanced image processing techniques to improve ML/DL model performance in real-world scenarios.
• 🔹 Content & Knowledge Sharing – Prepared business-related ML content and documentation to support adoption and understanding of AI solutions.

May 2020 – Aug 2020 · 3 mos · Remote

• Tasks-
• Woked on various preprocessing techniques on the unstructured data so that it can be fed into the deep learning model.
• Collaborated with engineering and product development teams. Built object detection model to detect components which are used in oil and gas industries.
• Worked on improving the performance of the models by applying state of the art algorithm.And deployed the model in azure cloud.
• Tools-Python,pandas,sklearn,keras,tensorflow,matplotlib,Azure cloud.

Oct 2018 – Oct 2019 · 1 yr

Jun 2018 – Jun 2021 · 3 yrs

• I had the privilege of working on 100+ impactful Data Science,machine learning/deep learning,backend projects while I was pursuing my undergraduate degree.I have worked across diverse industries and domains, earning consistent praise from clients for my contributions (please refer to the customer reviews in the screenshots below).

Jul 2016 – Sep 2019 · 3 yrs 2 mos