Ishaan Goel

Business Development Executive

Delhi, Delhi, India1 yr 8 mos experience

Key Highlights

Expert in building RAG pipelines and fine-tuning LLMs.
5x hackathon winner with leadership experience.
Active contributor to student tech communities.

Stackforce AI infers this person is a versatile AI/ML engineer with a strong foundation in full-stack development.

Contact

Skills

Core Skills

Growth StrategiesMarketing AutomationRetrieval-augmented Generation (rag)Machine LearningFull-stack DevelopmentAdaptability & ResilienceProblem SolvingPython (programming Language)

Other Skills

Video GenerationSocial Media MarketingAutomationn8nVector DatabasesEmbeddingWeb ScrapingParsingStructured Problem-SolvingStrategic CommunicationsStakeholder EngagementInterpersonal Relationships & Well‑beingDigital LiteracyLeadershipCross-Cultural Collaboration

About

Building at the intersection of machine learning and real-world tools. Currently working with agentic and generative AI — building RAG pipelines, fine-tuning LLMs like Phi-2, and experimenting with quantization and retrieval to make LLMs faster and more useful. Also explored adjacent areas like Web Development, Blockchain,APIs, Bash/Linux environments and Cloud Compute. Comfortable with Git, VS Code, LLM frameworks like LangChain and HuggingFace, and databases like SQL and ChromaDB. Shipped full-stack apps, led teams at hackathons, organized and mentored at regional-level hackathons, contributed to student communities, and regularly engage with technical content. Now sharing what I learn in ML and GenAI on a near-daily basis.

Experience

1 yr 8 mos

Total Experience

1 yr 8 mos

Average Tenure

1 yr 8 mos

Current Experience

Matiks

Growth Intern

Oct 2025 – Present · 7 mos · Bengaluru · Remote

Growth StrategiesVideo GenerationSocial Media MarketingAutomationMarketing Automationn8n

Microsoft student chapter- msit

2 roles

General Secretary

Jul 2025 – Present · 10 mos · On-site

Member of the Design Department

Sep 2024 – Jul 2025 · 10 mos · On-site

Harvard project for asian and international relations (hpair)

Delegate

Jul 2025 – Jul 2025 · 0 mo · Hybrid

Astrikos ai

AI Intern

Jun 2025 – Jul 2025 · 1 mo · Bengaluru, Karnataka, India · On-site

Worked on the development of a RAG (Retrieval-Augmented Generation) pipeline using LangChain, LLMs, Google Search APIs, and Vector Databases to convert messy, unstructured product manuals into structured JSON formats.
Built and deployed a hybrid knowledge retrieval system leveraging both dense (vector) and sparse (keyword-based) databases for optimized document comprehension and query resolution.
Designed and implemented custom web scraping and parsing modules to automate extraction and structuring of technical documents for downstream AI training tasks.
Collaborated closely with product and ideation teams to develop interactive full-stack dashboards as proof-of-concept solutions for potential clients.
Applied prompt engineering and LLM fine-tuning strategies to improve generation accuracy and contextual relevance in the RAG workflow.
Conducted iterative testing and integrated feedback from cross-functional teams to enhance pipeline performance and user experience.
Gained hands-on experience working with modern AI/ML tools and frameworks in a fast-paced product development environment.
Engaged in regular brainstorming sessions and team reviews, enhancing both technical problem-solving and collaborative communication skills.

Python (Programming Language)Retrieval-Augmented Generation (RAG)Machine LearningVector DatabasesEmbeddingFull-Stack Development+2

Mckinsey & company

Learner, McKinsey.org Forward Program

Apr 2025 – Jul 2025 · 3 mos · Remote

Completed McKinsey’s Forward Program 2025 — a free, 10‑week online professional development course by McKinsey.org designed to strengthen core workplace skills. Aligned with McKinsey’s renowned frameworks, the program covers adaptability & resilience, structured problem-solving, impactful communication, well-being & relationship building, and digital literacy. The experience includes self‑paced modules (~2 hrs/week), live webinars, cohort assignments, and earned a Credly badge validating the badge. I leveraged tools like the APR (Awareness, Pause, Reframe) technique and the “Pyramid Principle” to improve stakeholder communications, team dynamics, and personal adaptability. Proud to now be part of a global learning community and excited to apply these transferable skills in future roles.

Adaptability & ResilienceProblem SolvingStructured Problem-SolvingStrategic CommunicationsStakeholder EngagementInterpersonal Relationships & Well‑being+3

Stanford university: code in place

Participant

Apr 2025 – Jun 2025 · 2 mos · Remote

Completed Stanford’s Code in Place 2025 — an intensive, free six‑week introduction to Python programming, delivered remotely by Stanford professors and supported by a global community of volunteer instructors. Aligned with the first half of Stanford’s renowned CS106A course, this program covered core concepts including control flow, loops, functions, graphics, data structures, and culminated in a hands‑on capstone project. With weekly interactive sections (1:10 mentor‑peer ratio) and asynchronous lectures, I committed ~7 hours/week to develop practical coding skills, build a portfolio project, and earn a verified Stanford certificate all entirely at no cost.

Python (Programming Language)

Wifitics india private limited

Technical Intern

Jan 2025 – Mar 2025 · 2 mos · On-site

Explored and self-learned 5+ modern technologies including Linux, Computer Networks (TCP/IP), SSH, Python, OverTheWire, CTF, BurpSuite
Understood team workflows and agile methods in a professional setting.
Shadowed technical teams to gain insight into SDLC and real-world problem solving.