MBA 2025—27 · Product systems · Applied AI

Product thinking,engineering rigour.

I build the connection between technical depth, market context, and product judgment — so a complicated system turns into a decision someone can actually make.

Professional portrait of Mohit Sai Krishna Peddakotla, MBA candidate at IIM Sirmaur
Mohit Sai KrishnaProduct · Strategy · Applied AI
  • IIM SirmaurMBA · 2025—27
  • VIT VelloreB.Tech CSE · 9.15
  • BigHaatApplied AI
Scroll to examineIndia · Available for 2027 roles

01 — A business mind with technical roots

I am interested in the moment a complicated system finally becomes a clear choice.

Computer Science and Data Science at VIT gave me the discipline to build. At BigHaat, live work in search, automation, pricing, and operations gave that build a customer and a consequence.

My MBA is widening the lens across product, markets, marketing, and strategy — so the question is no longer only can we build it? but what is worth building, and why?

IIM Sirmaur campus in the rainCurrent chapter
Top 0%Academic standingIIM Sirmaur, Batch 2025-26
0.00 / 10Computer Science CGPAVIT Vellore, B.Tech CSE
0+LeetCode problems solvedAlgorithmic practice, sustained
0.0thJEE Mains percentileEAMCET rank 1143 of 2.42 lakh

02 — Selected work

Work with a clear decision at its centre.

Editorial still representing image-led product discovery01

AI + DATA SCIENCE

Image-Led Product Discovery

Image-led product discovery flow for an agri-commerce context, helping shoppers move from visual intent to product language.

OutcomeImproved product discovery in an agri-commerce setting.
  • OpenAI
  • FastAPI
  • Image processing
Read the case study
Document intelligence interface placeholder02

AI + DATA SCIENCE

Faster Product Lookup with RAG

RAG-style lookup for product and internal PDFs so repeated document questions did not keep becoming manual work.

OutcomeReduced manual search effort and improved speed of internal information access.
  • LLMs
  • RAG
  • Python
Read the case study
Competitor pricing dashboard placeholder03

Business Intelligence

Competitor Pricing Intelligence

Crawled 9 competitor sites, matched products fuzzily, and surfaced price movement as a business signal.

OutcomeIdentified competitor price changes mirroring ours by 65%.
  • Selenium
  • Scrapy
  • PostgreSQL
  • Fuzzy search
  • Dashboards
Read the case study
Operational alert timeline for order drop detection04

Automation & Operations

Order Drop Early Warning

Hourly anomaly layer for BigHaat order movement, designed to surface unusual shifts earlier in the day.

OutcomeCreated a faster signal layer for operational response instead of waiting for end-of-day diagnosis.
  • Python
  • Anomaly detection
  • Dashboards
  • Alerts
Read the case study
Content operations automation placeholder05

Automation & Operations

Content Operations Automation

Automated content collection workflow that made publishing more consistent and useful for a farming audience.

OutcomeIncreased engagement by 144%.
  • Web scraping
  • Automation
Read the case study
0105Keep scrolling

03 — Capability system

From the market signal to the operating decision.

A wider working range than a tools list: research, product judgment, AI systems, engineering, and the clarity to bring them together in one recommendation.

01

Product & growth

From customer friction to a sharper value proposition.

  • Discovery
  • Positioning
  • User journeys
  • Go-to-market
02

Market intelligence

Reading the category, the customer, and the competitive signal.

  • Pricing
  • Consumer behaviour
  • Competitor research
  • Category mapping
03

AI product systems

Applied AI only where it removes a meaningful unit of effort.

  • RAG
  • Vision workflows
  • Document intelligence
  • Human review
04

Data & decisions

Turning uneven operational data into something a team can act on.

  • SQL
  • Metrics
  • Forecasting
  • Decision dashboards
05

Engineering delivery

Building the workflow end to end, not just proving the concept.

  • Python
  • FastAPI
  • Automation
  • System design
06

Executive synthesis

Making the recommendation carry as much weight as the analysis.

  • Strategy cases
  • Research memos
  • Data storytelling
  • Narrative

04 — Experience

A technical beginning.
A wider point of view.

  1. 2025 — 2027

    MBA candidateIIM Sirmaur

    Product, marketing, strategy, and consumer behaviour. Academic Excellence in the top 10% of the 2025-26 batch year.

    • Strategy
    • Marketing
    • Consumer behaviour
  2. 2024 — 2025

    Data Science EngineerBigHaat Agro

    Applied AI across search, pricing intelligence, document automation, anomaly detection, and logistics visibility — shipped into live agri-commerce operations.

    • Applied AI
    • RAG
    • Automation
    • Python
  3. 2023 — 2024

    Data Science InternBigHaat Agro

    First proof that data work changes shape when inputs are live, teams move fast, and the output has to help somebody act today.

    • Forecasting
    • Pipelines
    • SQL
  4. 2019 — 2023

    B.Tech, Computer ScienceVIT Vellore

    CGPA 9.15/10 with a Data Science specialisation. 500+ algorithmic problems solved alongside coursework.

    • CSE
    • Data Science
    • Algorithms

06 — Outside the resume

Hills, case rooms, and the slower rhythm of learning something properly.

See the full gallery
Mist over the hills
A case discussion in the classroom
Sunset from a viewpoint
IIM Sirmaur campus
Friends in the snow
A window looking out onto the hills