Feb 2025 – Feb 2025 · 0 mo · Singapore

Jul 2023 – Feb 2025 · 1 yr 7 mos · Hyderabad, Telangana, India · On-site

• Developed an LLM-powered chatbot using LangGraph, LangChain Agents, and RAG (ChromaDB), enabling natural language-to-SQL queries across electoral databases with >95% accuracy. Designed a multi-agent system integrating SQL agents and web search tools, leveraging advanced prompt engineering techniques like chain-of-thought reasoning and few-shot prompting.
• Deployed an ABSA pipeline using the ‘LLaMA-3.1-70b-versatile’ model on Groq’s API, integrated with LangChain. Processed 20K+ Facebook posts and comments, dynamically mapping multilingual political keywords to improve entity recognition accuracy. Automated workflows, significantly reducing preprocessing time.
• Produced 45K+ personalised deepfake videos for elections using Meta’s Seamless M4T V2 TTS, voice cloning, and Lip-GAN. Optimized audio-video pipelines with Fourier Transform, MFCC, and statistical clustering, improving processing speed by 30%.
• Created an AR-based markerless Android app with camera and sharing features. Built a marker-based web platform triggering manifesto popups via party logo scans, using three.js, ar.js, WebGL, Unity, and Android SDK.
• Implemented a high-accuracy OCR pipeline (95%), combining pre-processing, Canny edge detection, and EasyOCR/TesseractOCR to extract text from structured and unstructured images, cutting manual correction time by 40%.
• Built an income classification model (85% accuracy) using socio-economic features and correlated income with voting preferences through statistical analysis on 5,000+ respondents.
• Analyzed 30K+ social media posts for sentiment and topics using Transformers, Cardiff NLP, and Gensim, achieving 92% classification accuracy. Visualized insights via pyLDAvis and conducted network analysis using NetworkX and Plotly.

Jun 2022 – Jun 2023 · 1 yr · Mumbai, Maharashtra, India

• Elected unanimously to represent the interest of students in the Institute Placement Committee.
• Assisting in the placement of 1900+ students by working as a liaison between the placement office and the students.
• Strategized Plan of Action, including 15+ preparatory activities to enhance the placement preparation.
• Responsible for the resume verification of 120+ students and expertise company pitching for maximum
• recruitments

Oct 2021 – Jun 2022 · 8 mos · Mumbai, Maharashtra, India

• Coordinated with a team of 250+ members for interviews of 1800+ students.
• Assisted in conducting Tests for 15+ firms and handling student queries.

May 2022 – Jul 2022 · 2 mos · Mumbai Metropolitan Region

• Executed comprehensive Exploratory Data Analysis on a dataset comprising over 7,200 students and 400 educators across 75 educational institutions.
• Utilized Python to conduct Correlation Analysis on student repository data, derived from 2000+ tablets distributed by KEF, with subsequent visualization using Sankey diagrams via Tableau & Flourish to depict performance transitions effectively.
• Engineered predictive models for student performance leveraging a spectrum of machine learning algorithms, including Logistic Regression, Random Forests, Support Vector Machines (SVM), and Deep Learning methodologies. Achieved a classification accuracy of 88% and a regression R-squared value of 0.82, significantly improving the prediction of student outcomes.
• Developed interactive dashboards incorporating key performance indicators (KPIs) and metrics, providing stakeholders with actionable insights for informed decision-making.

Aug 2021 – Apr 2022 · 8 mos

• Assisted and engaged in an Ed-Tech internet start-up ‘AthenaSquare’, a platform for developers to showcase work and connect with companies;
• Providing 1-1 mentorship on careers in design, technology, and academia.

Jan 2021 – Feb 2021 · 1 mo · Ahmedabad, Gujarat, India

• Documented instructions for the RUCBREC-G Tool, facilitating the analysis of energy investment scenarios and strategies for distribution companies (discoms) and regulatory bodies.
• Conducted research and documented the intersection of Gender in Environment and Climate Change, as well as the role of Big Data and Artificial Intelligence (AI) in Urban Planning, elucidating their significance and implications for future initiatives.

May 2019 – Jun 2019 · 1 mo · Bhopal, Madhya Pradesh

• Researched and documented Acts & Bye-laws, related to Urban Planning,
• Assisted in preparation of development and perspective plans, and;
• IDP's for small and medium towns of MP, and;
• Thematic maps for Bhopal Master Plan 2031 on GIS.

Aug 2017 – Nov 2019 · 2 yrs 3 mos · Bhopal Area, India

• Managed and worked with a team of 25+members (editors, designers, artists & web developers);
• Involved in key ideation, content strategy, and design of the annual magazine 'Excelsior'; and
• Covered and published events and news media for the blog.
• Published and distributed annual college magazine 'Excelsior' to over 5000+ students and faculty members in print.