💼 Work Experience
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- Working on advanced-packaging inspection and metrology systems for leading semiconductor fabs
- Bridging product capabilities with customer requirements in the semiconductor ecosystem
Semiconductor
Metrology
Advanced Packaging
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- Conducted market research to identify gaps & opportunities in the sales process of global & local travel operators
- Led 20+ stakeholder interviews to align UX & product offerings with key customers' eSIM needs
- Developed Product Management Documents detailing cross-functional requirements for new product offerings
- Analyzed viability & profitability of product offerings across India, US, Europe, and the Middle East
Product Management
Market Research
eSIM
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- Awarded a Letter of Recommendation for exceptional contribution in developing the foundational algorithm
- Built an automated survey creation & analysis system using OpenAI GPT models & Excel
- Designed an ML pipeline with TF-IDF, Random Forest & OpenAI embeddings to classify problem statements
OpenAI
ML Pipeline
NLP
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- Developed front-end for Android & iOS apps using TensorFlow Lite & CoreML
- Led development of in-house personal knowledge models, improving LLM capabilities
- Designed and presented cutting-edge LLM pipelines for Hushh Labs & Research
LLMs
TensorFlow Lite
CoreML
🚀 Featured Projects
User Association in mmWave Networks
M.Tech Thesis · Prof. Gaurav Kasbekar
Developed user-association strategies using Restless Multi-Arm Bandits & Whittle index policy with Python simulations to enhance mmWave network performance.
Quantum Diffusion Modeling
CS726: Advanced ML · Prof. Sunita Sarawagi
Optimized quantum diffusion models for NISQ computing, boosting quantum simulations by 30%.
Spiking Neural Networks
Supervised Research · Prof. Debanjan Bhaumik
Designed a hybrid SNN-FCNN in PyTorch, achieving +25% accuracy and -30% training time.
Automatic Speech Recognition
EE679: Speech Processing · Prof. Preeti Rao
Built an ASR system using GMM-HMM, achieving 82% test accuracy on Google Speech Commands.
SuperGlue: Graph Neural Network
EE769: Intro to ML · Prof. Amit Sethi
Implemented a GNN-based feature matching model enhancing image correspondence via optimal matching layer.
Video Denoising & Compression
CS724 · Prof. Ajit Rajwade
Achieved PSNR 23.63 and <4.5% error using LRMC and Hitomi algorithms.
RL in Billiards & Football
Self Project
Developed a billiards bot using MCTS and optimized football offense with MDP strategies.
Deep Learning: Image Segmentation
EE610 · Prof. Amit Sethi
Implemented UNet for segmentation (Dice loss: 0.147) and used Watershed & Wavelet Transforms.
Forecasting-Based Energy Pricing
EE722 · Prof. Anupama Kowli
Predictive models for energy pricing, achieving RMSPE of 16.19% – 22.45%.
Implied Volatility in Options Trading
IE612 · Prof. Surya M. R. Kurada
Applied Black-Scholes model, achieving RMSE of 11.6 (Call) and 7.1 (Put).
Stock Market Predictions
Summer of Code, WnCC, IIT Bombay
ML/DL models (LSTM, ARIMA) to predict Google stock prices — 98.54% accuracy with ARIMA.
Financial Data Analysis & Modeling
Self Project
Pre-processed financial data, applied PCA & HMM, achieving 82.5% predictive accuracy for credit spreads.
🏛 Leadership & Impact
Department General Secretary, Electrical Engineering
IIT Bombay · Apr 2023 – May 2024
Highest elected representative of the EE department — served 2000+ students, 40+ professors, and alumni. Sole student representative in the DUGC (department's apex legislative body).
👥 2000+ students represented
💰 ₹3 Cr alumni donations secured
🎪 3x increase in fest footfall
📦 3.5x merch sales YoY
🌍 G20 Youth Summit workshop
🏅 Institute Organizational Commendation
🎖 Roll of Honor — EE Department
Student Mentor
Student Mentorship Program, IIT Bombay · Jul 2024 – May 2025
Selected as 1 of 150 institute mentors from 430+ applicants. Mentored 12 first-year students and 6 sophomores.
🎯 Top 35% selection rate
👨🏫 18 mentees total
📝 The Wall
Hv, kaha hai tu? 😂
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Lab me hu bhai, kaam kr rha 💻
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🎉 Harshvardhan has joined KLA Corporation as a Product Application Engineer!
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🎊 Harshvardhan graduated with a Dual Degree in Electrical Engineering from IIT Bombay! Congratulations!
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