Harshvardhan .

Product Manager

Mumbai, Maharashtra, India5 yrs 2 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expertise in AI and Signal Processing.
  • Led innovative projects in machine learning and product strategy.
  • Recognized for exceptional contributions in AI-first startups.
Stackforce AI infers this person is a Machine Learning and AI expert with a strong background in Signal Processing and Product Management.

Contact

Skills

Core Skills

Signal ProcessingProblem AnalysisMentoringProduct ManagementMachine LearningLeadershipPublic RelationsEvent ManagementProject ManagementArtificial Intelligence (ai)Computer Science

Other Skills

ARIMAAdobe PhotoshopAdobe Premiere ProAlgorithm DevelopmentAlgorithmic TradingAlgorithmsAlumni AffairsAlumni RelationsAnalytical SkillsApplication Programming Interfaces (API)Artificial Neural NetworksAttention MechanismsAutoCADBacktestingBioinformatics

About

Hi, I'm Harshvardhan, a graduate in Electrical Engineering with a Computer Science minor from IIT Bombay, with a strong inclination for tackling complex, high-impact problems at the intersection of AI, Signal Processing, Product Management/ Strategy, and Business Strategy Consulting My portfolio bridges AI research and practical deployment, including Quantum Diffusion Models optimized for NISQ systems, low-error video denoising pipelines, LLM-based problem classification architectures, and RL frameworks for complex multi-variable simulations. I've had the opportunity to work on AI-first startups in Amsterdam, Singapore, and the US, leading ML product pipelines, market strategy projects, and AI product innovations, with achievements like Letters of Recommendation and Organizational awards, namely Roll of Honor and Institute Commendation. What drives me: The challenge of building scalable, intelligent systems that combine deep technical rigor with tangible, real-world product impact. Now, I'm looking for opportunities in: Machine Learning & AI Research (LLMs, RL, AI Safety), Quantitative Research and AI-based Trading, Product Analytics & Data Science for Tech Products, Applied ML for Signal & Speech Processing Keen to connect on: AI product innovation, consultative strategy engagements, ML research partnerships, RL-based systems, and roles within quant trading, AI-first startups, and tech venture investing.

Experience

5 yrs 2 mos
Total Experience
1 yr 6 mos
Average Tenure
11 mos
Current Experience

Kla

Product Application Engineer

Jul 2025Present · 11 mos

Indian institute of technology, bombay

2 roles

Teaching Assistant

Aug 2024Aug 2025 · 1 yr · Mumbai, Maharashtra, India · On-site

  • Supported batch of over 100 students by giving administrative & instructional advice
  • Developed and delivered supplementary materials and assisted in the grading and feedback of the examinations
Signal Processing

Department Academic Mentor

Jun 2024Aug 2025 · 1 yr 2 mos · Mumbai, Maharashtra, India · On-site

  • Selected amongst 44 mentors out of 170+ applicants based on rigorous interviews and peer reviews
  • Mentoring 6+ sophomores on a one-to-one basis to manage academic, social, and other concerns
  • Collected course reviews and managed an extensive segregation of department courses into categories
Problem AnalysisDecision Support

Student mentor program, iit bombay

Institute Student Mentor

Jul 2024Aug 2025 · 1 yr 1 mo · Mumbai, Maharashtra, India · On-site

  • Selected amongst 143 mentors out of 450 applicants through a three-stage process based on rigorous interviews and peer reviews
  • Received training from a certified CBT-REBT therapist and trainer to enhance mentorship skills
MentoringDecision-MakingProblem Solving

Circles

Strategy Consultant - Product

Jul 2024Sep 2024 · 2 mos · Singapore · Remote

  • Conducted market research to evaluate gaps & opportunities in the sales process of global & local travel operators
  • Led 20+ stakeholder interviews to align user experience and product offerings with the E-sim needs of key customers
  • Analyzing viability and profitability of the product offerings across markets in India, the US, Europe, and the Middle East
  • Developed Product Management Documents detailing cross-functional requirements for new product offerings

Sanctity ai

Founders' Office- Data Science and Machine Learning team

May 2024Jul 2024 · 2 mos · Amsterdam, North Holland, Netherlands · Hybrid

  • Awarded a Letter of Recommendation for exceptional contribution in developing the foundational algorithm
  • Developed and implemented an automated survey creation interface and analysis system using OpenAI GPT models and Excel and created a set of multiple agents that work together to accomplish the overall system goals
  • Designed a machine learning pipeline using TF-IDF, Random Forest Classifier, and OpenAI embeddings to categorize the problem statements and align user profiles, enhancing classification accuracy and profile matching

Hushh.ai

Research Engineer

Jun 2023Aug 2023 · 2 mos · Kirkland, Washington, United States · Hybrid

  • Large Language Models Enhancement: Spearheaded the development of in-house personal knowledge models for Large Language Models, significantly elevating the company’s model capabilities.
  • Publication and Thought Leadership: Authored and served as the first author for the manuscript titled "A Survey on Language Models and Related Data Privacy," a comprehensive reflection of the outcomes achieved during the period.
  • Mobile Application Interface Development: Played a key role in the front-end development of mobile applications for both Android and Apple platforms using TensorFlow Lite and CoreML framework respectively, ensuring a smooth integration of proprietary personal knowledge models into the back-end infrastructure.
  • Technical Advocacy and Public Representation: Presented innovative pipelines for ’Hushh Labs and Research,’ highlighting the company’s advancements in Language Models and Delivered articulate survey reports on Large Language Models and Fine-tuned Models to the public, effectively communicating the company’s expertise and achievements in the field.
Large Language Models (LLM)Data PreparationArtificial Intelligence (AI)Application Programming Interfaces (API)Core ML

Electrical engineering students' association (eesa), iit bombay

4 roles

Department General Secretary

Promoted

Apr 2023Apr 2024 · 1 yr

  • Department General Secretary for Department of Electrical Engineering, IIT Bombay
CommunicationTeam ManagementLeadershipOperations ManagementOrganizational Leadership

Senior Marketing and Media Manager: Impulse

Feb 2023Mar 2023 · 1 mo

  • Senior Manager to Marketing and Media of Impulse ( EE, IITB dept fest)
CommunicationContract ManagementMedia RelationsCustomer Relationship Management (CRM)Social Media MarketingEvent Management

ACE Coordinator, EE-ACE

May 2022Apr 2023 · 11 mos

CommunicationAlumni RelationsPublic RelationsPublic Speaking

Joint Secretary

Mar 2021May 2022 · 1 yr 2 mos

MultimediaRisk ManagementCommunicationImage EditingProject Management

Ideaforge

Research and Development- Controls & Software

May 2022Aug 2022 · 3 mos · Navi Mumbai, Maharashtra, India · On-site

  • Worked on the Gimbal stabilization system mounted on the UAV and the robustness of pointing accuracy of the gimbal system using both the model-based & model-free control system development techniques
  • Explored Advanced space-craft dynamics, Line of Sight optimizations, and various control optimizations such as Fuzzy control, LQR(Linear Quadratic Regulation) & PID to be implemented for the UAVs
C++Computer ScienceDronesMachine LearningPython (Programming Language)Reinforcement Learning+2

Iit bombay racing

Junior Design Engineer

Feb 2021May 2022 · 1 yr 3 mos

Computer ScienceSPICEData StructuresDeep LearningArtificial Intelligence (AI)AutoCAD

Education

Indian Institute of Technology, Bombay

Dual Degree — Electrical Engineering: Communication and Signal Processing

Nov 2020Jun 2025

Bansal Public School

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