Open to opportunities

Asmita De (B23CH1011)

@asmitadeb23ch1011

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Chemical engineering student skilled in ML-driven analytics, inventory optimization, and product strategy.

India

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What I'm looking for

I seek roles where I can apply ML and analytics to operational or product problems, work cross-functionally, drive measurable impact, and grow into product and data science leadership.

I am a B.Tech. Chemical Engineering student with a minor in Management from IIT Jodhpur, combining engineering fundamentals with data-driven decision making. My academic background is strengthened by coursework in machine learning, probability, statistics, and scientific computation.

I have practical experience applying reinforcement learning and analytics to supply-chain problems—optimizing FMCG inventory with Q-learning and Deep Q-learning agents to achieve >98% service levels and deliver multi-crore annual savings. I also build predictive and automation systems for turbulence modeling and AQI forecasting, aiming to accelerate R&D cycles and support policy decisions.

Across internships and projects, I have developed end-to-end solutions: SQL-based analytics dashboards, GTM strategies for early-stage travel tech, and growth plans for sustainable e-commerce—combining technical skills (Python, SQL, Pandas) with product thinking and KPI-driven execution. I lead teams and programs as Head of Events for the Product Club and Secretary of my department, mentoring peers and coordinating large-scale initiatives.

I bring a pragmatic, impact-focused mindset—prioritizing measurable improvements in cost, service level, and user engagement—and I seek opportunities where I can apply ML and analytics to real-world operational or product challenges while growing in product management and data science responsibilities.

Experience

Work history, roles, and key accomplishments

Current

Design Project Researcher

Current

IIT Jodhpur

Sep 2025 - Present (0 months)

Conducting predictive analytics to forecast AQI across multiple cities in Rajasthan, identifying pollution drivers and translating results into actionable insights for policymakers.

Predictive Analytics Data Analysis Python

Current

Design Project Researcher

Current

IIT Jodhpur

Apr 2025 - Present (5 months)

Developing an agentic AI system to automate design, training, and evaluation of deep learning models for turbulence super-resolution, projected to reduce model development cycles by 60–70% and yield significant R&D savings.

Deep Learning 3D UNet ConvLSTM Python Research Scientific Computing

Founder’s Office Intern

Zusconnect

Jul 2025 - Aug 2025 (1 month)

Developed a GTM and growth plan for a travel creator marketplace including TAM–SAM–SOM sizing, creator segmentation, city scoring, monetization models, and acquisition strategies projecting up to 3x retention from an AI discovery feature.

GTM Strategy Market Sizing Growth Monetization Product Strategy User Acquisition

Project Analyst

Consulting and Analytics Club, IIT Guwahati

Jun 2025 - Jul 2025 (1 month)

Designed a growth strategy and prototype for a sustainable e-commerce startup to boost Gen-Z engagement and repeat purchases through website revamp, subscription model, and defined KPIs for retention and conversion.

Growth Strategy User Research Prototyping Figma KPI Tracking Retention Competitive Benchmarking

Summer Intern

IIM (formerly NITIE)

May 2025 - Jul 2025 (2 months)

Optimized FMCG inventory management by developing Q-learning and Deep Q-learning agents that achieved 98.4% and 99.1% service levels and delivered 2–3% cost savings in inventory holding and stockouts (estimated Rs. 10–15 Cr annually).

Reinforcement Learning Deep Q Learning Python Inventory Management Data Analysis TD Error Minimization Supply Chain Analytics

Consulting Project Analyst

Consulting and Analytics Club, IIT Guwahati

May 2025 - Jun 2025 (1 month)

Analyzed two years of sales and inventory data across multiple stores to recommend replenishment strategies, implement KPIs, and design an interactive dashboard to reduce stockouts and improve profitability.

SQL Dashboarding Forecasting KPI Design Python Data Visualization Supply Chain

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Jodhpur

Bachelor of Technology, Chemical Engineering

2023 -

Grade: 7.31 (till 4th sem)

Activities and societies: Department Secretary (2025–26); Head of Events, The Product Club (2025–26); projects in inventory analytics, turbulence modeling, AQI forecasting, and GTM strategy.

Pursuing B.Tech in Chemical Engineering with a Minor in Management; CGPA 7.31 (till 4th semester).