Ayush Sahoo

Co-Founder

Bengaluru, Karnataka, India2 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Led digitization initiatives for sustainable growth.
  • Founded a gaming community with 450+ active members.
  • Executed successful investment strategies in AI startups.
Stackforce AI infers this person is a multifaceted professional in investment and technology-driven project management.

Contact

Skills

Core Skills

Project ManagementAnalyticsInvestment AnalysisCommunity ManagementQuality Management

Other Skills

StatisticsPython (Programming Language)Implementation PlanningRequirements AnalysisAnalytical SkillsStakeholder ManagementStrategyStrategic ThinkingCustomer SuccessProject PlanningVendor RelationsGrowth StrategiesData AnalyticsBusiness Relationship ManagementDue Diligence

About

Operator turned Investor

Experience

2 yrs 10 mos
Total Experience
1 yr 7 mos
Average Tenure
4 mos
Current Experience

Weh ventures

Investment Associate

Jan 2026Present · 4 mos · Bengaluru, Karnataka, India · On-site

  • Building something exciting? Reach out to me at ayushs@wehventures.com

Golden sparrow

Investment Analyst

Sep 2025Dec 2025 · 3 mos · Bengaluru, Karnataka, India

  • GS Venture capital is a $8M US Fund backing India founders in Deep Tech, AI and SAAS
  • Evaluated over 100 startups in the Deep Tech, AI, and SaaS sectors to identify investment opportunities.
  • Successfully negotiated and executed two term sheets in AI, enhancing the fund's portfolio.
  • Led the development of a tech-based approach to automate internal processes and create a proprietary sourcing tool.
Due DiligenceMarket ResearchGo-to-Market StrategyArtificial Intelligence (AI)Strategic SourcingInvestment Analysis

Itc limited

3 roles

Manager - Projects and Strategies

Dec 2023Present · 2 yrs 5 mos · On-site

  • Automations and Cost Savings Lead, Biscuits and Cakes, ITC FBD
  • Greenfield and Brownfield Capacity expansions
  • Next Gen Industrial Automations
  • Category Cost Saving Initiatives
  • Digitisation and I4.0
StatisticsPython (Programming Language)Implementation PlanningAnalyticsRequirements AnalysisAnalytical Skills+9

AUT - Assistant Under Training

Jul 2023May 2024 · 10 mos · On-site

  • Thrilled to share my latest endeavor at ITC Limited as an AUT, where I spearheaded the project "Smart Asset Care for Sustainable Growth" in the realm of digitization and Industry 4.0.
  • 🔍 End-to-End Downtime Tracking Digitization at NENPL Factory: Kicking off with a bang, I digitized the entire downtime tracking process at the NENPL factory, streamlining operations and enhancing efficiency like never before.
  • 📊 Powering Insights with Power BI Dashboards: Leveraging the power of Power BI dashboards, I crafted insightful analytical layers, providing stakeholders with real-time visibility into critical metrics, enabling data-driven decision-making.
  • 💬 Empowering with Power Virtual Agents: In Microsoft Copilot Studio, I integrated Power Virtual Agents to enhance communication channels, facilitating seamless interaction and problem-solving for stakeholders across the board.
  • ⚙️ Next-Gen Proactive Maintenance Strategy: Implementing a cutting-edge proactive maintenance strategy utilizing current signature analysis, we achieved a remarkable efficiency boost of 4%, setting new benchmarks in asset management.
  • 🔮 Predictive Maintenance using ML, FFT, and Neural Networks: Harnessing the prowess of Machine Learning, Fast Fourier Transform, and Neural Networks, we embarked on a journey to predict failures in advance, preemptively addressing issues and maximizing uptime.
  • 🌟 Driving Sustainable Growth: Beyond just optimization, our initiatives at ITC Limited are aligned with our commitment to sustainability, driving growth while minimizing environmental impact.
  • 🤝 Join the Movement: I invite fellow industry leaders and innovators to join hands in revolutionizing asset management practices. Let's pave the way for a future where efficiency, sustainability, and innovation converge to drive unparalleled success.
  • Connect with me to learn more about our transformative journey at ITC Limited and explore opportunities for collaboration in shaping the future of asset management.
Business Relationship Management

Techno-Managerial KITES Intern

May 2022Jul 2022 · 2 mos · Pune City, Maharashtra, India

  • Developed predictive quality models using correlation matrix analysis across 12+ parameters (Circumference, Ventilation, Loose Shots) to forecast defects and optimize machine settings, reducing quality variations by 18%
  • Built machine learning-based monitoring systems for real-time quality parameter tracking across 3 production lines, enabling proactive interventions that decreased downtime by 15% and improved OEE to 87%
  • Applied Condition-Based Modeling (CBM) philosophy to create predictive frameworks analyzing 500+ daily data points, enhancing cigarette quality through data-driven parameter optimization and achieving 92% specification adherence
  • Implemented predictive maintenance insights by analyzing 8 critical technical settings on one maker line, achieving 31% reduction in quality outliers and improving equipment reliability from 78% to 89%
  • Engineered correlation-based prediction models with 0.76 correlation coefficient, identifying 5 primary root causes of quality variations, enabling preventive action that reduced defect rates by 23% over 3-month period
  • Processed and analyzed 15,000+ quality inspection records to train predictive algorithms, establishing baseline metrics and anomaly detection thresholds for continuous improvement initiatives
Data AnalysisProject ManagementTeam LeadershipMachine LearningQuality Management

Kgp gaming society

Founder

Feb 2020Jul 2023 · 3 yrs 5 mos · Kharagpur, West Bengal, India · On-site

  • Founded and scaled a vibrant gaming community from inception to 450+ active members, fostering connections, creativity, and campus-wide engagement through 40+ gaming events and weekly activities.
  • Orchestrated 15+ large-scale gaming tournaments and workshops attracting 300+ participants per event, setting new standards in campus entertainment
  • Empowered 200+ students through competitive esports tournaments and strategic industry partnerships with 5 leading gaming brands (Logitech, AMD, ASUS ROG)
People ManagementTeamworkLive Video StreamingVideo ProductionLeadershipVideo Editing+2

Chess club, iit kharagpur

Associate

Dec 2019Dec 2020 · 1 yr · Kharagpur, West Bengal, India · On-site

  • 🏆 Organized events & excelled in inter-hall tournaments.
  • 🧠 Promoted critical thinking & mental agility.
  • 🌟 Fostering excellence & sportsmanship.
  • 🤝 Participation in Inter-Hall Tournaments: Proudly represented our hall in inter-hall chess tournaments.Each match was a testament to our commitment to excellence and sportsmanship.

Education

Indian Institute of Technology, Kharagpur

Minor — Computer Science

Jan 2020Jan 2023

Indian Institute of Technology, Kharagpur

Bachelor of Technology - BTech — Instrumentation engineering

Jan 2019Jan 2023

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