VANTAGE CIRCLE
FULL TIME
Duration : Nov 2024 - Present
🔹 Spearheaded cross-functional coordination for SaaS product development, managing timelines, deliverables, and stakeholder expectations across Agile teams using Scrum methodologies.
🔹 Led API integrations and automation workflows, working closely with developers and QA teams to streamline software testing, ensure feature stability, and drive faster product iterations.
🔹 Leveraged data analysis, AI agents, and copilots to optimize project insights, enhance team communication, and contribute to product decisions with a strong focus on user experience and innovation.
EMAIL / SMS SPAM CLASSIFIER LEVERAGING NLP TECHNIQUES.
🔹 Engineered a text classification pipeline achieving 95% accuracy using Multinomial Naive Bayes for spam detection.
🔹 Processed and cleaned a dataset of 5,000+ messages, removing duplicates and handling missing values for optimal model input.
🔹 Enhanced model performance using NLP techniques including Bag of Words, TF-IDF, and Text2Vec for feature extraction.
🔹 Scaled and deployed the solution using Streamlit, enabling real-time spam detection through interactive content authoring.
PHARMACEUTICAL LLM CHATBOT : FOR DRUG CLASSIFICATION AND IDENTIFICATION FOR RETAILERS.
🔹 Routed queries through a RAG-based pipeline, retrieving relevant documents using LlamaIndex, Vector DB, chunking, and embedding.
🔹 Graded documents for relevance, increasing user interaction by 30%.
🔹 Implemented LangChain, utilizing prompt engineering, context strategies, and zero-shot techniques to produce precise answers and eliminate hallucinations.
🔹 Reduced response time by 40% and boosted engagement by 25%, with optimized terminology leveraging HuggingFace Transformers and Llama3 (ChatOllama), driving $20,000 annual revenue growth.
SPORTSKEEDA
Remote
Duration : 1 month
🔹 Researched and wrote 33 articles on NBA off-court topics for Sportskeeda's newsletter within one month as a freelance contributor.
🔹 Adhered to content guidelines and met tight deadlines while maintaining high-quality standards.
🔹 Demonstrated strong time management and self-motivation skills in a remote work environment.
🔹 Quickly adapted to Sportskeeda's content style and requirements, producing engaging sports content.
DEPARTMENT OF ELECTRONICS & COMMUNICATION,
TEZPUR UNIVERSITY.
🔹 Conducted research on ML models, optimizing an ANN for ECG patient classification with 100% accuracy.
🔹 Developed acquisition circuits to gather high-quality ECG data from individuals, ensuring data quality and integrity.
🔹 Preprocessed ECG waveforms, using permutation importance to identify top 5% influential features for classification.
🔹 Assessed model efficacy with a confusion matrix, verifying zero false positives/negatives for reliable patient identification.
Additional Responsibilities :
🔹 Placement Co-ordinator for ELDT batch 2021-23.
PRASAR BHARATI
ALL INDIA RADIO, TEZPUR
Duration : 6 months
GRADUATE APPRENTICE : PROJECT MANAGEMENT & STATION MONITORING
🔹 Worked on broadcast electronics, managing the transmission and reception of microwave signals, including AM and FM.
🔹 Maintained and tracked sensor records using SQL, ensuring accurate database management.
🔹 Developed a system for online monitoring of CCTV footage from the radio station in the main office.
🔹 Managed inventory databases using SQL and Excel, ensuring efficient inventory tracking and management.