Co-authored 2 papers in the ML-Physics domain
Published by
Applied Phys. Rev. & J. Mater. Chem. A
Summary
Contributed to two highly cited papers (29 citations to date) in the ML-Physics domain, published in Applied Phys. Rev. & J. Mater. Chem. A.
About
Highly accomplished AI/ML Product Strategist and Associate Consultant with a proven track record of driving significant business growth and technological innovation across diverse sectors. Leverages deep expertise in AI/ML pipeline development, product leadership, and strategic consulting to deliver measurable outcomes, including multi-million dollar revenue acceleration, operational efficiency gains, and advanced data standardization. Adept at translating complex technical challenges into high-impact product solutions and strategic initiatives.
Work
CarbonTattva (AI-Powered Emissions Analytics Platform)
|Founding Team (Tech & Product Strategy)
India, National, India
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Summary
Shipped an AI-powered ARIMA emissions forecasting pipeline, developed a comprehensive dashboard for regulatory reporting, and engineered a fuel-mix modifier.
Highlights
Shipped an ARIMA emissions forecasting pipeline, cutting manual projection time by ~70% for regulatory reporting efficiency.
Built a Scope 1/2/3 dashboard, auto-parsing 20+ emission factors from PDF reports into a structured factor → tCO2 JSON schema.
Engineered a fuel-mix modifier to model emission trade-offs across 5+ fuel types, reducing scenario-analysis time by ~60%.
Demoed product to client leadership (Govt. of AP), shaping 3 product iterations and accelerating pilot onboarding.
Mrittika AI (Agentic-AI AgriTech Startup for Rural India)
|Founding Team (Tech & Product Strategy)
India, National, India
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Summary
Led the design and MVP launch of an Agentic AI voice assistant and yield/advisory engine for rural India, securing national recognition.
Highlights
Designed an Agentic AI voice assistant, delivering hyperlocal, dialect-based advisory for 200+ farmers in UP, significantly improving onboarding.
Drove MVP launch of the AI yield & advisory engine in under 60 days, leveraging LangChain & MCP server pipeline aligned with user-needs.
Selected as part of the top 50 founders nationwide for the highly selective IIM Bangalore's NSRCEL Startup Incubation Cohort.
Collaborated with the World Bank's $350M UP Clean Air Management project, supporting scalable agri-tech deployment.
Boston Consulting Group (BCG)
|Associate Consulting Intern
Bengaluru, Karnataka, India
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Summary
Drove a 1,300 Cr sales-acceleration program for a top battery OEM across 2 sectors, improving lead-to-sale funnels and advising CXOs on profitability trade-offs.
Highlights
Drove a 1,300 Cr sales-acceleration program for a top battery OEM across EV and telecom sectors, significantly improving lead-to-sale funnels.
Segmented 15+ OEM clusters, mapped 20+ Growth Drivers/KPIs, and quantified demand-supply gaps and price bands to inform strategic GTM initiatives.
Built a GTM strategy of 10+ initiatives, advising CXOs on profitability trade-offs, and sized 300 Cr incremental margin upside.
Automated 8+ Excel-heavy models via a GPT pipeline, achieving 3× faster analysis cycles generation and higher pricing model precision.
Volunteer
Sangeet Tarang (NGO, Socia-Cultural Trust)
|Chief Operating Officer
India, National, India
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Summary
Led a team of 30+ volunteers and staff, managed a budget of INR 30 Lac+, and established operational plans to optimize outcomes for a socio-cultural trust.
Highlights
Led a team of 30+ volunteers and staff, managing a budget of INR 30 Lac+ to establish operational plans and optimize program outcomes.
Resolved key logistical bottlenecks through structured data-driven planning, enhancing program efficiency by 25%.
Fundraised 15 Lac+, directly benefiting 500+ underprivileged individuals and delivering monthly meals to 400+ children.
Education
Indian Institute of Technology Kanpur
Kanpur, Uttar Pradesh, India
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Bachelor of Science
Chemistry
Grade: CPI: 8.6/10
Courses
Machine Learning and Applications
Computer Systems
Awards
Institute Academic Excellence Award
Awarded By
Indian Institute of Technology Kanpur
Recognized for achieving Department Rank 1 throughout all semesters in the Chemistry department.
HPAIR 2026 Delegate
Awarded By
Harvard University
Selected as a delegate amongst the top 2% in India to be a part of HPAIR 2026 at Harvard University, Massachusetts.
Silver Award at E-Summit'23
Awarded By
E-Summit'23
Achieved silver among 150+ teams by building a $1 Billion fund allocation strategy with sector analysis and ROI modeling.
Publications
Languages
English
Skills
Programming & Technologies
Python, Rust, Electron, React, FastAPI, SQL, JSON, Git, GitHub, REST Endpoints, Cloud Platforms, Data Structures, Algorithms, Software Development Life Cycle (SDLC).
Business & Consulting
Management Consulting, Sales Acceleration, Profitability Analysis, Market Segmentation, Growth Strategy, KPI Tracking, Financial Modeling, Cost Savings, Operational Efficiency, Data-Driven Planning, Budget Management, Fundraising, Cross-functional Team Leadership, Strategic Planning, CXO Advisory.
Tools & Platforms
Microsoft Excel (Advanced), GPT Pipeline, Tableau/Power BI (Inferred), VS Code, Jupyter Notebooks.
Soft Skills
Problem Solving, Critical Thinking, Analytical Thinking, Communication, Team Leadership, Mentorship, Innovation, Adaptability, Strategic Thinking, Entrepreneurial Mindset, Stakeholder Engagement, Presentation Skills.
AI/ML & Data Science
Gemini AI, Agentic AI, LLM, LangChain, MCP Server, ARIMA, MiniLM, SISSO Regression, Feature Engineering, Regression Modeling, Data Pre-processing, Correlation Analysis, EDA, Data-ML Pipelines, Machine Learning, Deep Learning, Natural Language Processing (NLP), Computer Vision, Predictive Modeling, Semantic Similarity, Fuzzy Matching, Statistical Modeling.
Product Development & Strategy
Product Strategy, MVP Development, Product Iteration, Product Roadmapping, User Onboarding, Go-to-Market (GTM) Strategy, Market Research, Competitive Analysis, Business Model Innovation, User-Needs Analysis, Stakeholder Management, Agile Methodologies, Scalable Deployment, API Design, UI/UX Principles.
Projects
Omega - Personal AI Context Engine
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Summary
Built Omega, a Gemini AI agent designed for 0→1 AI product development, focusing on LLM pipeline and privacy architecture, to automate documentation and enhance privacy.
OpzenAI-Microsoft Hackathon (3rd place) - AI-Powered Regulatory Compliance Traceability Engine
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Summary
Developed a 4-stage AI compliance pipeline for regulatory traceability, achieving 3rd place in the Microsoft Hackathon.
HiLabs National AI Hackathon Winner - LLM-Powered Healthcare Data Standardization
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Summary
Built a two-stage AI pipeline to standardize free-text medical specialties into NUCC taxonomy codes, winning the HiLabs National AI Hackathon.
ML-Based Bandgap Prediction Engine (Co-Authored Published Research)
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Summary
Designed a Data-ML pipeline to predict bandgaps across 900+ compounds, leveraging feature selection and model interpretability for published research.