Results-driven Project Manager with an excellent record in managing quantitative research and AI-agent projects. Experienced with ReAct, SmolAgents, LangChain, and RAG systems. Skilled multitasker and team player with strong analytical and communication skills.
Data Analysis & Visualization (pandas, NumPy, matplotlib/Seaborn, Tableau)
Data Engineering & Big Data - SQL, NoSQL, vector search (FAISS)
Qualitative Sampling
Game Developer on Gamemaker studio
Microsoft Office Suite
Project Management Skills
Scope, Schedule & Resource Planning
Risk & Change Management
Budget & Cost Control
Quality Assurance & Control
Agile & Scrum Methodologies
Stakeholder Engagement & Communication
Servant Leadership & Team Building
Organizational Skills
Attention to Detail
Soft Skills
Critical Thinking & Problem Solving
Effective Communication & Presentation
Collaboration & Teamwork
Adaptability & Continuous Learning
Empathy
Time Management & Prioritization
Resilience & Stress Management
Apr 2024 – Ongoing
Research on LLM-Agent Architecture –
McGill University
Literature Review (May 2024 – Aug 2024): Gained in-depth understanding of encoder/decoder transformer models; analyzed AI hallucination causes, types, and detection methods; explored mitigation via LLM agents and RAG systems.
Implementation (Jan 2025 – Present): Applying findings to prototype multi-agent architectures in open-source frameworks (SmolAgents, LangChain, AutoGen), evaluating performance and reducing hallucinations.
Mar 2021 – Feb 2022
Project Manager –
Schlesinger Group
Delivered multiple B2B and B2C quantitative research projects across industries, providing actionable insights.
Coordinated stakeholders to resolve project challenges proactively, ensuring smooth execution.
Managed end-to-end research functions—data collection, processing, programming, tabulation, and translation—for high-quality outcomes.
Led RFQ and bidding processes to secure optimal vendor partnerships and project budgets.
Monitored survey quotas and inference rates, controlling cost per respondent effectively.
May 2019 – Jul 2019
Magento & WordPress Developer –
Digital Empowerment Foundation
Developed and launched Digikargha.in, a handloom e-commerce site using Magento.
Integrated secure payment gateway solutions for both Magento and WordPress platforms.
2023 – 2025
Masters of Information Studies –
McGill University
Relevant Coursework: Artificial Intelligence, Data Science, Data Mining, Information Organization, Information Architecture, Research Principles, Information Security.
Conducted independent research on LLM hallucination mitigation as part of thesis project.
2017 – 2020
BSc in Information Technology –
Amity University
Relevant Coursework: Programming (C++, PHP), RDBMS, Web Development (HTML, CSS, JavaScript), Network Fundamentals.
Final Year Project: Developed a web-based inventory management system.
