India
📌 Book 1:1 Mentorship: Topmate: https://topmate.io/ashish_iit_iim_topper Unstop: https://unstop.com/mentor/ashishiitiim IIT Hyderabad & IIM Sirmaur Alumnus | Gold Medalist 🏅 & Best All-Rounder Awardee 🏅 |Georgia Tech - MS Computer Science & AI | Acturial -IAI Completed | Data | Business Strategy contact - [email protected] [email protected] [email protected] I’m an interdisciplinary professional passionate about blending technology, analytics, and management to craft data-driven solutions that drive measurable business impact. 🎓 Education Highlights MBA – Indian Institute of Management (IIM) Sirmaur | Gold Medalist & Best All-Rounder Awardee M.Tech (Techno-AI & ML) – Indian Institute of Technology Hyderabad Master's in Computer Science (MS) - Georgia Tech University USA Btech in Aerospace Engineering -UPES Dehradun Fellow of IAI -Institute of Actuaries of India (IAI) Cleared Core Business Modules (CB1, CB2, CB3) CB1 - Business Finance CB2 - Business Economics CB3 - Business Management (Business Awareness) MS Financial Engineering / Quant Finance | WorldQuant University | Pursuing 🔗 Digital Credentia(Skillsets Portfolio)l: credly - https://www.youracclaim.com/users/ashish-kumar.3fb144bc/badges Core Competencies Leadership • Strategic Planning • Project & Product Management • Business Analysis • AI & Machine Learning • Generative AI & AI Agents • SaaS & Digital Transformation • Cloud Data Engineering • IoT & Smart Systems • Automation • Business Strategy & Growth Hacking • Quantitative Analysis • Tech-Driven Entrepreneurship Technical Expertise AWS Glue • PySpark • Redshift • Athena • S3 • Lambda • SageMaker • TensorFlow • PyTorch • LangChain • OpenAI APIs • LlamaIndex • Vector Databases (Pinecone, FAISS) • Apache Airflow • Jupyter • Zeppelin • dbt • SQL • RESTful APIs • Streamlit • FastAPI • Power BI • Tableau • Docker • Git • IoT Protocols (MQTT, NodeMCU, Raspberry Pi) • Workflow Orchestration • MLOps Professional Interests Artificial Intelligence • Generative AI & AI Agents • Machine Learning • Data Engineering & Analytics • Large Language Models (LLMs) • Cloud Computing • Automation & IoT • Virtual Reality & Metaverse • Cryptocurrency & Blockchain • FinTech • Quantitative Finance • Product Management • Innovation Strategy • Tech Entrepreneurship
Techhotel – AI, IoT & SaaS Smart Hospitality Platform (IIT Hyderabad Thesis) Built an end-to-end AI-powered smart hotel platform integrating automation, analytics, and IoT to transform hotel operations and guest experience. Developed dynamic pricing engine using predictive analytics to optimize revenue (RevPAR uplift focus) Built AI concierge system for personalized guest interaction and automated service delivery Designed contactless check-in/check-out and full workflow automation for hotel operations Integrated IoT-based smart room systems for energy optimization and cost reduction Created real-time analytics dashboards for occupancy, pricing, and customer insights Implemented guest personalization models improving retention and experience Business Impact: Achieved 15–20% potential revenue uplift in pilot deployments Reduced operational inefficiencies through automation and data-driven decision-making Built a scalable SaaS + AI platform with strong enterprise and startup potential Strategic Work: Designed complete business model, GTM strategy, and financial projections Positioned as a full-stack AI product (not just research) bridging tech + business
Worked on large-scale AI and Generative AI data projects involving LLM evaluation, RLHF, prompt engineering, and response quality assessment. Evaluated AI-generated outputs for factual accuracy, reasoning quality, instruction adherence, and safety alignment across diverse domains. Contributed to supervised fine-tuning (SFT) and preference optimization workflows by ranking, critiquing, and improving model responses.
Helping ambitious students, professionals, and founders break into high-impact careers and build scalable startups across AI, Data Science, Product, Consulting, and global roles through structured, outcome-driven mentorship. Key Impact: • Guided mentees from non-tech → AI/Data/Product roles with clear transition strategies • Helped professionals switch into high-growth roles in startups & top companies • Delivered personalized resume, LinkedIn, and portfolio optimization for strong conversions • Designed step-by-step career roadmaps aligned with IIT/IIM/global opportunities • Supported candidates in securing admits in top institutes (IITs, IIMs, international programs) • Mentored startup founders on idea validation, AI integration, GTM strategy, and scaling • Provided clarity on choosing between job vs startup vs higher education paths • Focused on execution-driven guidance (not generic advice) Bringing a unique blend of IIT + IIM + industry (BP, ICICI, Xiaomi) + building an AI startup, I help individuals make high-leverage career and startup decisions with clarity and confidence.
Helping students and professionals build clear, high-growth career paths across Data Science, AI, Product, Consulting, and Finance. • Guided mentees in career transitions (non-tech → tech, early career → high-impact roles) • Helped optimize resumes, LinkedIn, and interview strategies for top companies • Provided step-by-step roadmaps for Data Science, AI, and Product careers • Supported candidates in cracking top colleges (IIMs, IITs, global programs) • Mentored early-stage founders on idea validation, GTM strategy, and scaling • Focus on practical, actionable guidance not generic advice Bringing experience from IIT + IIM + industry (BP, ICICI, Xiaomi) + building an AI startup, I help mentees make smarter career and business decisions with clarity and confidence.